Grupo de Inteligencia Computacional (GIC) - Contribuciones del usuario [es]

Proyectos

2016-01-03T23:25:06Z

Jm.lopez: /* 2015 */

== 2015 ==

:Referencia: 2015-1-TR01-KA203-021342
:Título: INNOVATIVE EUROPEAN STUDIES ON RENEWABLE ENERGY SYSTEMS
:Entidad Financiadora: Comisión Europea (Erasmus+)
:Coordinador: Jose Manuel López
:Duración: 2015-2018
:Presupuesto: 207.788 euros

:Referencia: TIN2015-71693-REDT
:Título: RED DE AGENTES FISICOS
:Entidad Solicitante: UNIVERSIDAD DE ALICANTE
:Centro: INSTITUTO UNIVERSITARIO DE INVESTIGACION INFORMATICA
:Investigador Principal: MIGUEL CAZORLA
:Tipo de red: T
:Participación del grupo
:Duración: 2015-2017
:Presupuesto: 30.000 euros

== 2014 ==

:Referencia: TIN2014-56409-REDT
:Título: RED TEMATICA EN TECNOLOGIAS DE COMPUTACION NATURAL/ARTIFICIAL
:Entidad Solicitante:UNIVERSIDAD POLITÉCNICA DE CARTAGENA
:Centro: ESCUELA TECNICA SUPERIOR DE INGENIERIA DE TELECOMUNICACION
:Investigador Principal : FERRANDEZ VICENTE, JOSE MANUEL
:Tipo de red: T
:Participación del grupo
:Duración: 2015-2016
:Presupuesto: 10.000euros

== 2013 ==

=== Saiotek ===
S-PR13UN001

VTUMOR Medicion de vascularizacion de gliomas sobre imágenes de perfusion con contraste,

en colaboración con Biodonostia y Osatek
financiacion : 2.636,37€
proeyctos saiotek del GV
duración: 1 año (2013)
Participantes: Dept. CCIA, GIC, M Graña (IP), Osatek, Biodonostia. (Jorege Villanua IP)

=== Osakidetza ===

Título: Trastorno Bipolar, Enfermedad de Alzheimer, Inflamación y sustancia blanca
*código 2013111162
*IP Ariadna Besga
*Participantes: Hospital Santiago, GIC,
*duración: 2 años, 2013-214
*Convocatoria: Gobierno Vasco
*Investigador principal: Ariadna Besga
*Centro: Hospital universitario de Álava
*Organismo: Osakidetza
*Presupuesto: 57.000 euros

==2012==

=== SandS ===

Projecto europeo liderado por Bruno Apolloni, Universidad de Milan

Equipo investigador en la UPV/EHU
IP Manuel Graña
Investigadores A I Gonzalez-Acuaña, J. Maiora, A Mouhajid, A d'Danjou, FX Albizuri, B Fernandez Gauna, JM Lopez Guede,

Duracion: 30 meses

comienzo: noviembre 2012

[http://www.sands-project.eu/ website]

[http://www.sands-social-network-mockup.com social network mockup]

[[cosas de future internet relacionadas con SandS mas o menos]]

==2011==

=== PIE Proyecto de Innovación Educativa ===

* Título: Aprendizaje cooperativo intra e intergrupal en el área de informática industrial
* Duración: 2011-2013
* Coordinador: Jose Manuel Lopez-Guede
* Participantes: Borja Fernandez-Gauna, Manuel Graña, Fernando Oterino, Jesus Maria Larrañaga

=== MICINN Imagenes Medicas ===

*Investigador Principal: MAnuel Graña
* Participantes:
** UPV/EHU: Darya Chyzhyk, Blanca Rosa Cases Gutierrez, Alexandre Manhaes Savio, Josu Maiora Oria, Carmen Hernandez Gomez, Pablo Gonzalez Nalda, Borja Fernandez Gauna, Aitzol Ezeiza Ramos
** Oastek: Esther Fernandez Pardavila, Jorge Alberto Villanua Bernues, Jon Echeveste Aizpurua,
** Hospital Santiago: Ariadna Besga Basterra (baja en junio 2012)
** Vicomtech: Ivan Macia Oliver, Iñigo Barandiaran Martirena, Andoni Beristain Iraola
** Ikerbasque: Amaury Lendasse
** Colaboradores Extranjeros: Dost Ongur, Ann K. Shinn, Vassilis G Kaburlasos, Ajith Abraham, Timothy E Behrens, Saad Jbabdi, Peter Sussner

* Financiacion:
* duración: 2012-2014

* [[MICINN-IMAGENES_MEDICAS-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===MICINN IMagenes Hiperespectrales===
* Investigador Principal UPV/EHU: Alicia d'Anjou
* Participantes: Universidad de A Coruña, GIC de la UPV/EHU
* Coordinador: Richard Duro, UAC
* Equipo
** en la UPV/EHU: FX ALbizuri, A Mouhajid, C Hernandez, K Lopez de Ipina, AI Gonzalez-Acuña, E Zulueta, JM Lopez Guede, R Moreno, MA Veganzones, J Gallego,
** colaboradores extranjeros: GX Ritter, E Merenyi, K Madani, DM Mendes Lopes

* Financiación para el GIC
* duracion: 2012-2014

* [[MICINN-IMAGENES_HIPERESPECTRALES-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===SAiotek===

===Intek ===

:DISTANCE DISEÑO DE STENTS PARA EL TRATAMIENTO DE ANEURISMAS DE AORTA CON EXCLUSIÓN
:Lider: e-Medica SL
:Participan: Vicomtech-IK4, Grupo de INteligencia Computacional, Biodonostia, Teccon SL, Hospital DOnostia
:Duracion: octubre 2011- diciembre 2013
: groupware [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/89/DISTANCE_memoria_tecnica_GAITEK2011_FINAL.pdf]

==2010==

===Saoitek ===
* Investigador principal: Ana Gonzalez-Pinto
* Participantes: Hospital Santiago (Vitoria-Gasteiz) (Bioef), GIC del dept. CCIA de la UPV/EHU
* financiación para el GIC: 10000 euros
* duracion: años 2010-2011

=== SAIOTEK 2010 ===
* Investigador Principal: Eloy Irigoyen Gordo
* Año Solicitud: 2.010 Fecha entrada: 21/01/11
* Título: Implementación/Integración de técnicas de Control Inteligente sobre plataformas (PACs) en Tiempo Real (ATICTA-2)
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses
* Fecha inicio: 01/01/10 Fecha fin: 31/12/11
* Financiación : 56.723,32 €

==2009==

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Manuel Graña Romay
* código: UE09+/26
* Título: Módulo de analisis de estructuras vasculares asistidos por imagenes
* entidad colaboradora: Vicomtech
* subvención concedida: 39900
* aportación entidades: 2100
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Hernandez Gomez, Carmen
* código: UE09+/33
* Título: Plataforma de aprendizaje automático para la validación de pruebas psicométricas en neurociencias
* entidad colaboradora: Neuroscience support systems, Nesplora S.L.
* subvención concedida: 35150
* aportación entidades: 1850
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Contrato INTEK Berri 2009 ===

* Investigador Principal: Manuel Graña
* Acronimo MIRESPENA
* Título: Desarrollo de un video juego para el desarrollo de la autoestima en niños
* Contrato realizado a través de la OTRI en el marco de un proyecto Innotek concedido a la empresa Nesplora por el departamento de Industria del Gobierno Vasco
* Duración : 2009-2011
* Importe del contrato:
** en 2009 : 17384
** en 2010: 17384
** en 2011: 5248

===Proyecto Saiotek 2009-2010===

* Investigador Principal: Manuel Graña
* Acronimo SOFLIMRI
*Titulo: Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas
*Importe de la subvención: 32000 euros
*Duracion: 2009-2010
* [[media:Memoria-adicional-SOFLIMRI.pdf|memoria adicional final]]

===Acción complementaria MICINN===

* Nombre del Investigador Principal (Apellidos, Nombre): DAPENA JANEIRO, ADRIANA
* Título de la Acción Complementaria: RED TEMÁTICA EN CODIFICACIÓN Y TRANSMISIÓN DE CONTENIDOS MULTIMEDIA (RTCTCM)
* Organismo: UNIVERSIDADE DA CORUÑA
* Área Temática de Gestión:TECNOLOGÍAS INFORMÁTICAS (TIN), DE SERVICIOS PARA LA SOCIEDAD DE LA INFORMACIÓN (TIS) Y e-CIENCIA (ECI).
* Importe subvención: 10000 euros
* Duración: octubre 2009 a septiembre 2010
* pagina web de la red [http://gtec.des.udc.es/rtctcm/]

===Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal===

* Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
* Investigador principal: Prof. Domingos Manuel Mendes Lopes.
* Duración: 2006 – 2010.
* Investigadores del GIC partipantes en el proyecto: Manuel Graña, Carmen Hernandez

==2008==

=== Asesoramiento proyecto empresarial SJER ===

* Investigador principal: Blanca Rosa Cases Gutierrez
* Título: Software Jurídico de Estructura Relacional
* Duración: 2009
* Empresa: proyecto empresarial SJER desarrollado por Urko Múgica Zuloaga en colaboración con la UPV/EHU a través de Bic Berrilan
* Importe: 10000euros

===Acción complementaria financiada por el MEC===

* Referencia: TSI2007-30447-E/ [https://gici.uab.es/wiki_red_tematica/ Acceso a la wiki del proyecto]
* Investigador Principal: Joan Serrá Sagrista
* Organismo: Universidad Autónoma de Barcelona
* Centro: Escuela Técnica Superior de Ingeniería - ETSE
* Título: Red temática en codificación y transmisión de contenidos multimedia
* Modalidad: B
* Duración: 1 año, 6 de marzo de 2008 hasta 5 de marzo de 2009
* Propuesta de financiación total por conceptos (Euros)
** Costes directos: 6.000
** Puntuación de la acción complementaria: 80
** Puntuación de corte en su programa/subprograma: 60

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 19/02/09
* Título: Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)
* Investigador principal: Carmen Hernandez Gomez
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
* Duración (meses): 24 Meses
* Fecha inicio: 01/01/08 Fecha fin: 31/12/09
* Financiación : 30.000 (aprox)

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 03/04/09
* Título: Aplicación de Técnicas Inteligentes en Controles Tecnológicos Avanzados (ATICTA)
* Investigador principal: Eloy Irigoyen Gordo
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses + 6 meses (prórrogado)
* Fecha inicio: 01/01/08 Fecha fin: 30/06/10
* Financiación : 55.738,17 €

== 2007 ==

===PROYECTOS CIENTIFICO-TECNOLOGICOS SINGULARES Y DE CARACTER ESTRATEGICO===

* Entidad Beneficiaria: MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S. COOP.
* Título: MICROMANUFACTURING; DESARROLLO DE TECNOLOGÍAS DE MICROFABRICACIÓN INNOVADORAS PARA LA GENERACIÓN DE NUEVOS NEGOCIOS Y EL INCREMENTO DE LA COMPETITIVIDAD DE LA INDUSTRIA ESPAÑOLA EN MERCADOS INCIPIENTES
* Importe: 1.403.059,00 + 88.417,00
* Duración: 1-1-2007 al 31-12-2007
* Miembro del grupo de inteligencia computacional que participa en el proyecto: Ekaitz Zulueta
* Cuantía dispuesta por el grupo: 5.2800

=== Acción complementaria MEC congreso IWANN 2007 ===

* REFERENCIA: TIN2006-28207-E/
* INVESTIGADOR PRINCIPAL: MANUEL GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: FACULTAD DE INFORMATICA
* TITULO: IWANN 2007
* MODALIDAD: A
* DURACIÓN: 1 AÑO/S
* COSTES DIRECTOS 4.000 euros
* Puntuación del proyecto 70
* Puntuación de corte en su programa/subprograma 57
* [[media:TIN2006-28207-E-CARTA-CONTESTACION-FINAL.pdf|contestación final]]

===Convocatoria INTEK BERRI – GAITEK – Gobierno Vasco===

*Título: SERENA: Sistema de Evaluación del Riesgo de Ruptura de Endoprótesis en Aneurismas de Aorta
*Lista de participantes: eMedica, S.L. (Líder), Bilbomática, S.A., Servicio de Angiología y Cirugía Vascular y Servicio de Radiología Intervencionista del Hospital Donostia, Asociación Vicomtech, Departamento de Ingeniería de Sistemas y Automática de la Escuela Universitaria Politécnica de Donostia-San Sebastián (UPV-EHU)
*CÓDIGO IG-2007/0000445
* Organismo Financiador Gobierno Vasco
* Investigador/a Principa (UPV/EHU)l: Arantxa Tapia
* Importe de la Subvención 52.700€
* Duración: años 2007-2009 (3 años)
* Investigadores del GIC involucrados: Josu Maiora (UPV/EHU), Ivan Macia (Vicomtech)

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF145/2007'''
* Investigadora principal: Maite García-Sebastián
* Equipo de investigación: Carmen Hernández, Josune Gallego
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Detección preclínica del Alzheimer mediante Neuroimagen.
* Duración: 1 año
* Importe subvencionable: 20.000 euros
* Subvención correspondiente: 20.000 euros

===Programa "Saiotek 2007-2008" Eusko Jaurlaritza/Gobierno Vasco===

* Departamento/Organismo Autónomo: Industria, Comercio y Turismo.
* Órgano gestor: Dirección de Tecnología.
* Objeto: La financiación de los planes de actuación que presentan los agentes cientifico-tecnológicos para los ejercicios 2007-2008.
* Referencia: '''S-PR07UN02'''
* Investigadora principal: Maite García-Sebastián
* Equipo investigador: Josune Gallego, Carmen Hernández, Elsa Fenández, Manuel Graña, Jose Luis Jimenez, Fernando Ferreres, Ana Isabel Gonzalez, Jorge Villanúa (Osatek)
* Departamento: Ciencias de la Computación e Inteligencia Artificial
* Título: Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer
* Memoria, informes internos, resultados, publicaciones derivadas, justificación [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=108&query=saiotek], [http://www.ehu.es/ccwintco/index.php/Usuario:Maitelasarte#Links_de_inter.C3.A9s]
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Subvención total para el año 2007= 2453,57 euros
* Subvención total para el año 2008= 17.117,06 euros

=== Grupo de Investigación Universitario ===

* El Gobierno Vasco ha evaluado como grupo universitario de excelencia al grupo de Inteligencia Computacional dotandolo de finaciación a seis años. [[Media:Resolucion grupos investigacion 2007 c.pdf | Resolución del Gobierno Vasco]]

===Programa Ingenio del CDTI ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Buque Autónomo Inteligente Polivalente para la Pesca 2020
* Entidad financiadora: Centro para el Desarrollo Tecnológico Industrial (CDTI), Programa Ingenio 2010
* Fecha inicio: 01/01/07 Fecha Fin: 31/12/10
* Investigador responsable: VICENTE GOMEZ GARAY
* INVESTIGADOR del grupo que particpa en el proyecto: Eloy Irigoyen
* Nº Investigadores: 9
* Importe de la Subvención: 290.000,00 Euros

=== Diputación de Alava ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Diseño y desarrollo de una Verificadora de Naipes para la inspección y control de las cartas de barajas utilizadas en Casinos - PFA07/05
* Entidad financiadora: DIPUTACIÓN FORAL DE ÁLAVA (Dpto. de Educación, Universidades e Investigación) y UPV/EHU
* Fecha inicio: 01/01/08
* Fecha Fin: 31/12/08
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 24.000,00 Euros

=== Diputación de Bizkaia ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Desarrollo de Estrategias Inteligentes para su implantación en Controles Tecnológicos Avanzados – DIPE07/07
* Entidad financiadora: DIPUTACIÓN FORAL DE BIZKAIA Y UPV/EHU (DIPE-BEAZ)
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 18.000,00 Euros

== 2006 ==

=== MEC DPI2006-15346-C03-03/ MacRobs ===

* [http://totana.dia.fi.upm.es wiki de la UPM]
* [http://www.gii.udc.es/mcrobs página del proyecto coordinado global]
* [[DPI2006-15346-C03-03-Brain-Storming | Página de Brain Storming]]
* [[DPI2006-15346-C03-03-Resultados | resultados del proyecto]]
* [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=212 articulo de diario de trabajo]
* REFERENCIA: DPI2006-15346-C03-03/
* INVESTIGADOR PRINCIPAL: MANUEL MARIA GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: DPTO. CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL
* TITULO: PERCEPCION ARTIFICIAL Y CONTROL DE CAOS PARA ROBOTICA MODULAR EN ENTORNOS DINAMI...
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
** PERSONAL (1) 30.000
** COSTES DE EJECUCIÓN 90.000
* Puntuación del proyecto 56
* Puntuación de corte en su programa/subprograma 53

=== MEC desarrollo y validación de sistemas de interacción inteligentes ===

* REFERENCIA: TSI2006-14250-C02-01/
* INVESTIGADOR PRINCIPAL: KARMELE LOPEZ DE IPIÑA IPIÑA
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* TITULO: DESARROLLO Y VALIDACION DE SISTEMAS DE INTERACCION INTELIGENTES ROBUSTOS ORIENTA... [http://gtts.ehu.es/TWiki/bin/view/Main/LaguntxoProject]
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
* PERSONAL (1) 6.000
* COSTES DE EJECUCIÓN 61.000
* Nº DE BECAS PROPUESTAS PARA ASIGNACIÓN AL PROYECTO 0
* Nº DE TÉCNICOS PROPUESTOS PARA ASIGNACIÓN AL PROYECTO 0
* Puntuación del proyecto 68
* Puntuación de corte en su programa/subprograma 59

=== UPV/EHU ===

* Año de la Convocatoria: 2.006
* Título del proyecto: INTEGRACIÓN DE NUEVAS TÉCNICAS COMPUTACIONALES EN SISTEMAS DE CONTROL INTELIGENTES – EHU06/61
* Entidad financiadora: UPV / EHU
* Fecha inicio: 01/12/06
* Fecha Fin: 30/11/08
* Investigador responsable: VICENTE GOMEZ GARAY
* Nº Investigadores: 4
* Importe de la Subvención: 22.500,00 Euros

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF0107/2006'''
* Investigadora principal: Elsa Fernández Gómez de Segura
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de imagen de Resonancia Magnética.
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Importe subvencionable: 36.000 euros
* Subvención correspondiente: 36.000 euros

Proyectos

2015-10-16T13:43:11Z

Jm.lopez: /* 2014 */

== 2015 ==

:Referencia: TIN2015-71693-REDT
:Título: RED DE AGENTES FISICOS
:Entidad Solicitante: UNIVERSIDAD DE ALICANTE
:Centro: INSTITUTO UNIVERSITARIO DE INVESTIGACION INFORMATICA
:Investigador Principal: MIGUEL CAZORLA
:Tipo de red: T
:Participación del grupo
:Duración: 2015-2017
:Presupuesto: 30.000 euros

== 2014 ==

:Referencia: TIN2014-56409-REDT
:Título: RED TEMATICA EN TECNOLOGIAS DE COMPUTACION NATURAL/ARTIFICIAL
:Entidad Solicitante:UNIVERSIDAD POLITÉCNICA DE CARTAGENA
:Centro: ESCUELA TECNICA SUPERIOR DE INGENIERIA DE TELECOMUNICACION
:Investigador Principal : FERRANDEZ VICENTE, JOSE MANUEL
:Tipo de red: T
:Participación del grupo
:Duración: 2015-2016
:Presupuesto: 10.000euros

== 2013 ==

=== Saiotek ===
S-PR13UN001

VTUMOR Medicion de vascularizacion de gliomas sobre imágenes de perfusion con contraste,

en colaboración con Biodonostia y Osatek
financiacion : 2.636,37€
proeyctos saiotek del GV
duración: 1 año (2013)
Participantes: Dept. CCIA, GIC, M Graña (IP), Osatek, Biodonostia. (Jorege Villanua IP)

=== Osakidetza ===

Título: Trastorno Bipolar, Enfermedad de Alzheimer, Inflamación y sustancia blanca
*código 2013111162
*IP Ariadna Besga
*Participantes: Hospital Santiago, GIC,
*duración: 2 años, 2013-214
*Convocatoria: Gobierno Vasco
*Investigador principal: Ariadna Besga
*Centro: Hospital universitario de Álava
*Organismo: Osakidetza
*Presupuesto: 57.000 euros

==2012==

=== SandS ===

Projecto europeo liderado por Bruno Apolloni, Universidad de Milan

Equipo investigador en la UPV/EHU
IP Manuel Graña
Investigadores A I Gonzalez-Acuaña, J. Maiora, A Mouhajid, A d'Danjou, FX Albizuri, B Fernandez Gauna, JM Lopez Guede,

Duracion: 30 meses

comienzo: noviembre 2012

[http://www.sands-project.eu/ website]

[http://www.sands-social-network-mockup.com social network mockup]

[[cosas de future internet relacionadas con SandS mas o menos]]

==2011==

=== PIE Proyecto de Innovación Educativa ===

* Título: Aprendizaje cooperativo intra e intergrupal en el área de informática industrial
* Duración: 2011-2013
* Coordinador: Jose Manuel Lopez-Guede
* Participantes: Borja Fernandez-Gauna, Manuel Graña, Fernando Oterino, Jesus Maria Larrañaga

=== MICINN Imagenes Medicas ===

*Investigador Principal: MAnuel Graña
* Participantes:
** UPV/EHU: Darya Chyzhyk, Blanca Rosa Cases Gutierrez, Alexandre Manhaes Savio, Josu Maiora Oria, Carmen Hernandez Gomez, Pablo Gonzalez Nalda, Borja Fernandez Gauna, Aitzol Ezeiza Ramos
** Oastek: Esther Fernandez Pardavila, Jorge Alberto Villanua Bernues, Jon Echeveste Aizpurua,
** Hospital Santiago: Ariadna Besga Basterra (baja en junio 2012)
** Vicomtech: Ivan Macia Oliver, Iñigo Barandiaran Martirena, Andoni Beristain Iraola
** Ikerbasque: Amaury Lendasse
** Colaboradores Extranjeros: Dost Ongur, Ann K. Shinn, Vassilis G Kaburlasos, Ajith Abraham, Timothy E Behrens, Saad Jbabdi, Peter Sussner

* Financiacion:
* duración: 2012-2014

* [[MICINN-IMAGENES_MEDICAS-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===MICINN IMagenes Hiperespectrales===
* Investigador Principal UPV/EHU: Alicia d'Anjou
* Participantes: Universidad de A Coruña, GIC de la UPV/EHU
* Coordinador: Richard Duro, UAC
* Equipo
** en la UPV/EHU: FX ALbizuri, A Mouhajid, C Hernandez, K Lopez de Ipina, AI Gonzalez-Acuña, E Zulueta, JM Lopez Guede, R Moreno, MA Veganzones, J Gallego,
** colaboradores extranjeros: GX Ritter, E Merenyi, K Madani, DM Mendes Lopes

* Financiación para el GIC
* duracion: 2012-2014

* [[MICINN-IMAGENES_HIPERESPECTRALES-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===SAiotek===

===Intek ===

:DISTANCE DISEÑO DE STENTS PARA EL TRATAMIENTO DE ANEURISMAS DE AORTA CON EXCLUSIÓN
:Lider: e-Medica SL
:Participan: Vicomtech-IK4, Grupo de INteligencia Computacional, Biodonostia, Teccon SL, Hospital DOnostia
:Duracion: octubre 2011- diciembre 2013
: groupware [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/89/DISTANCE_memoria_tecnica_GAITEK2011_FINAL.pdf]

==2010==

===Saoitek ===
* Investigador principal: Ana Gonzalez-Pinto
* Participantes: Hospital Santiago (Vitoria-Gasteiz) (Bioef), GIC del dept. CCIA de la UPV/EHU
* financiación para el GIC: 10000 euros
* duracion: años 2010-2011

=== SAIOTEK 2010 ===
* Investigador Principal: Eloy Irigoyen Gordo
* Año Solicitud: 2.010 Fecha entrada: 21/01/11
* Título: Implementación/Integración de técnicas de Control Inteligente sobre plataformas (PACs) en Tiempo Real (ATICTA-2)
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses
* Fecha inicio: 01/01/10 Fecha fin: 31/12/11
* Financiación : 56.723,32 €

==2009==

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Manuel Graña Romay
* código: UE09+/26
* Título: Módulo de analisis de estructuras vasculares asistidos por imagenes
* entidad colaboradora: Vicomtech
* subvención concedida: 39900
* aportación entidades: 2100
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Hernandez Gomez, Carmen
* código: UE09+/33
* Título: Plataforma de aprendizaje automático para la validación de pruebas psicométricas en neurociencias
* entidad colaboradora: Neuroscience support systems, Nesplora S.L.
* subvención concedida: 35150
* aportación entidades: 1850
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Contrato INTEK Berri 2009 ===

* Investigador Principal: Manuel Graña
* Acronimo MIRESPENA
* Título: Desarrollo de un video juego para el desarrollo de la autoestima en niños
* Contrato realizado a través de la OTRI en el marco de un proyecto Innotek concedido a la empresa Nesplora por el departamento de Industria del Gobierno Vasco
* Duración : 2009-2011
* Importe del contrato:
** en 2009 : 17384
** en 2010: 17384
** en 2011: 5248

===Proyecto Saiotek 2009-2010===

* Investigador Principal: Manuel Graña
* Acronimo SOFLIMRI
*Titulo: Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas
*Importe de la subvención: 32000 euros
*Duracion: 2009-2010
* [[media:Memoria-adicional-SOFLIMRI.pdf|memoria adicional final]]

===Acción complementaria MICINN===

* Nombre del Investigador Principal (Apellidos, Nombre): DAPENA JANEIRO, ADRIANA
* Título de la Acción Complementaria: RED TEMÁTICA EN CODIFICACIÓN Y TRANSMISIÓN DE CONTENIDOS MULTIMEDIA (RTCTCM)
* Organismo: UNIVERSIDADE DA CORUÑA
* Área Temática de Gestión:TECNOLOGÍAS INFORMÁTICAS (TIN), DE SERVICIOS PARA LA SOCIEDAD DE LA INFORMACIÓN (TIS) Y e-CIENCIA (ECI).
* Importe subvención: 10000 euros
* Duración: octubre 2009 a septiembre 2010
* pagina web de la red [http://gtec.des.udc.es/rtctcm/]

===Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal===

* Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
* Investigador principal: Prof. Domingos Manuel Mendes Lopes.
* Duración: 2006 – 2010.
* Investigadores del GIC partipantes en el proyecto: Manuel Graña, Carmen Hernandez

==2008==

=== Asesoramiento proyecto empresarial SJER ===

* Investigador principal: Blanca Rosa Cases Gutierrez
* Título: Software Jurídico de Estructura Relacional
* Duración: 2009
* Empresa: proyecto empresarial SJER desarrollado por Urko Múgica Zuloaga en colaboración con la UPV/EHU a través de Bic Berrilan
* Importe: 10000euros

===Acción complementaria financiada por el MEC===

* Referencia: TSI2007-30447-E/ [https://gici.uab.es/wiki_red_tematica/ Acceso a la wiki del proyecto]
* Investigador Principal: Joan Serrá Sagrista
* Organismo: Universidad Autónoma de Barcelona
* Centro: Escuela Técnica Superior de Ingeniería - ETSE
* Título: Red temática en codificación y transmisión de contenidos multimedia
* Modalidad: B
* Duración: 1 año, 6 de marzo de 2008 hasta 5 de marzo de 2009
* Propuesta de financiación total por conceptos (Euros)
** Costes directos: 6.000
** Puntuación de la acción complementaria: 80
** Puntuación de corte en su programa/subprograma: 60

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 19/02/09
* Título: Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)
* Investigador principal: Carmen Hernandez Gomez
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
* Duración (meses): 24 Meses
* Fecha inicio: 01/01/08 Fecha fin: 31/12/09
* Financiación : 30.000 (aprox)

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 03/04/09
* Título: Aplicación de Técnicas Inteligentes en Controles Tecnológicos Avanzados (ATICTA)
* Investigador principal: Eloy Irigoyen Gordo
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses + 6 meses (prórrogado)
* Fecha inicio: 01/01/08 Fecha fin: 30/06/10
* Financiación : 55.738,17 €

== 2007 ==

===PROYECTOS CIENTIFICO-TECNOLOGICOS SINGULARES Y DE CARACTER ESTRATEGICO===

* Entidad Beneficiaria: MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S. COOP.
* Título: MICROMANUFACTURING; DESARROLLO DE TECNOLOGÍAS DE MICROFABRICACIÓN INNOVADORAS PARA LA GENERACIÓN DE NUEVOS NEGOCIOS Y EL INCREMENTO DE LA COMPETITIVIDAD DE LA INDUSTRIA ESPAÑOLA EN MERCADOS INCIPIENTES
* Importe: 1.403.059,00 + 88.417,00
* Duración: 1-1-2007 al 31-12-2007
* Miembro del grupo de inteligencia computacional que participa en el proyecto: Ekaitz Zulueta
* Cuantía dispuesta por el grupo: 5.2800

=== Acción complementaria MEC congreso IWANN 2007 ===

* REFERENCIA: TIN2006-28207-E/
* INVESTIGADOR PRINCIPAL: MANUEL GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: FACULTAD DE INFORMATICA
* TITULO: IWANN 2007
* MODALIDAD: A
* DURACIÓN: 1 AÑO/S
* COSTES DIRECTOS 4.000 euros
* Puntuación del proyecto 70
* Puntuación de corte en su programa/subprograma 57
* [[media:TIN2006-28207-E-CARTA-CONTESTACION-FINAL.pdf|contestación final]]

===Convocatoria INTEK BERRI – GAITEK – Gobierno Vasco===

*Título: SERENA: Sistema de Evaluación del Riesgo de Ruptura de Endoprótesis en Aneurismas de Aorta
*Lista de participantes: eMedica, S.L. (Líder), Bilbomática, S.A., Servicio de Angiología y Cirugía Vascular y Servicio de Radiología Intervencionista del Hospital Donostia, Asociación Vicomtech, Departamento de Ingeniería de Sistemas y Automática de la Escuela Universitaria Politécnica de Donostia-San Sebastián (UPV-EHU)
*CÓDIGO IG-2007/0000445
* Organismo Financiador Gobierno Vasco
* Investigador/a Principa (UPV/EHU)l: Arantxa Tapia
* Importe de la Subvención 52.700€
* Duración: años 2007-2009 (3 años)
* Investigadores del GIC involucrados: Josu Maiora (UPV/EHU), Ivan Macia (Vicomtech)

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF145/2007'''
* Investigadora principal: Maite García-Sebastián
* Equipo de investigación: Carmen Hernández, Josune Gallego
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Detección preclínica del Alzheimer mediante Neuroimagen.
* Duración: 1 año
* Importe subvencionable: 20.000 euros
* Subvención correspondiente: 20.000 euros

===Programa "Saiotek 2007-2008" Eusko Jaurlaritza/Gobierno Vasco===

* Departamento/Organismo Autónomo: Industria, Comercio y Turismo.
* Órgano gestor: Dirección de Tecnología.
* Objeto: La financiación de los planes de actuación que presentan los agentes cientifico-tecnológicos para los ejercicios 2007-2008.
* Referencia: '''S-PR07UN02'''
* Investigadora principal: Maite García-Sebastián
* Equipo investigador: Josune Gallego, Carmen Hernández, Elsa Fenández, Manuel Graña, Jose Luis Jimenez, Fernando Ferreres, Ana Isabel Gonzalez, Jorge Villanúa (Osatek)
* Departamento: Ciencias de la Computación e Inteligencia Artificial
* Título: Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer
* Memoria, informes internos, resultados, publicaciones derivadas, justificación [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=108&query=saiotek], [http://www.ehu.es/ccwintco/index.php/Usuario:Maitelasarte#Links_de_inter.C3.A9s]
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Subvención total para el año 2007= 2453,57 euros
* Subvención total para el año 2008= 17.117,06 euros

=== Grupo de Investigación Universitario ===

* El Gobierno Vasco ha evaluado como grupo universitario de excelencia al grupo de Inteligencia Computacional dotandolo de finaciación a seis años. [[Media:Resolucion grupos investigacion 2007 c.pdf | Resolución del Gobierno Vasco]]

===Programa Ingenio del CDTI ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Buque Autónomo Inteligente Polivalente para la Pesca 2020
* Entidad financiadora: Centro para el Desarrollo Tecnológico Industrial (CDTI), Programa Ingenio 2010
* Fecha inicio: 01/01/07 Fecha Fin: 31/12/10
* Investigador responsable: VICENTE GOMEZ GARAY
* INVESTIGADOR del grupo que particpa en el proyecto: Eloy Irigoyen
* Nº Investigadores: 9
* Importe de la Subvención: 290.000,00 Euros

=== Diputación de Alava ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Diseño y desarrollo de una Verificadora de Naipes para la inspección y control de las cartas de barajas utilizadas en Casinos - PFA07/05
* Entidad financiadora: DIPUTACIÓN FORAL DE ÁLAVA (Dpto. de Educación, Universidades e Investigación) y UPV/EHU
* Fecha inicio: 01/01/08
* Fecha Fin: 31/12/08
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 24.000,00 Euros

=== Diputación de Bizkaia ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Desarrollo de Estrategias Inteligentes para su implantación en Controles Tecnológicos Avanzados – DIPE07/07
* Entidad financiadora: DIPUTACIÓN FORAL DE BIZKAIA Y UPV/EHU (DIPE-BEAZ)
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 18.000,00 Euros

== 2006 ==

=== MEC DPI2006-15346-C03-03/ MacRobs ===

* [http://totana.dia.fi.upm.es wiki de la UPM]
* [http://www.gii.udc.es/mcrobs página del proyecto coordinado global]
* [[DPI2006-15346-C03-03-Brain-Storming | Página de Brain Storming]]
* [[DPI2006-15346-C03-03-Resultados | resultados del proyecto]]
* [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=212 articulo de diario de trabajo]
* REFERENCIA: DPI2006-15346-C03-03/
* INVESTIGADOR PRINCIPAL: MANUEL MARIA GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: DPTO. CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL
* TITULO: PERCEPCION ARTIFICIAL Y CONTROL DE CAOS PARA ROBOTICA MODULAR EN ENTORNOS DINAMI...
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
** PERSONAL (1) 30.000
** COSTES DE EJECUCIÓN 90.000
* Puntuación del proyecto 56
* Puntuación de corte en su programa/subprograma 53

=== MEC desarrollo y validación de sistemas de interacción inteligentes ===

* REFERENCIA: TSI2006-14250-C02-01/
* INVESTIGADOR PRINCIPAL: KARMELE LOPEZ DE IPIÑA IPIÑA
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* TITULO: DESARROLLO Y VALIDACION DE SISTEMAS DE INTERACCION INTELIGENTES ROBUSTOS ORIENTA... [http://gtts.ehu.es/TWiki/bin/view/Main/LaguntxoProject]
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
* PERSONAL (1) 6.000
* COSTES DE EJECUCIÓN 61.000
* Nº DE BECAS PROPUESTAS PARA ASIGNACIÓN AL PROYECTO 0
* Nº DE TÉCNICOS PROPUESTOS PARA ASIGNACIÓN AL PROYECTO 0
* Puntuación del proyecto 68
* Puntuación de corte en su programa/subprograma 59

=== UPV/EHU ===

* Año de la Convocatoria: 2.006
* Título del proyecto: INTEGRACIÓN DE NUEVAS TÉCNICAS COMPUTACIONALES EN SISTEMAS DE CONTROL INTELIGENTES – EHU06/61
* Entidad financiadora: UPV / EHU
* Fecha inicio: 01/12/06
* Fecha Fin: 30/11/08
* Investigador responsable: VICENTE GOMEZ GARAY
* Nº Investigadores: 4
* Importe de la Subvención: 22.500,00 Euros

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF0107/2006'''
* Investigadora principal: Elsa Fernández Gómez de Segura
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de imagen de Resonancia Magnética.
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Importe subvencionable: 36.000 euros
* Subvención correspondiente: 36.000 euros

Proyectos

2015-10-16T13:42:45Z

Jm.lopez: /* 2015 */

== 2015 ==

:Referencia: TIN2015-71693-REDT
:Título: RED DE AGENTES FISICOS
:Entidad Solicitante: UNIVERSIDAD DE ALICANTE
:Centro: INSTITUTO UNIVERSITARIO DE INVESTIGACION INFORMATICA
:Investigador Principal: MIGUEL CAZORLA
:Tipo de red: T
:Participación del grupo
:Duración: 2015-2017
:Presupuesto: 30.000 euros

== 2014 ==

:Referencia: TIN2014-56409-REDT
:Título: RED TEMATICA EN TECNOLOGIAS DE COMPUTACION NATURAL/ARTIFICIAL
:Entidad Solicitante:UNIVERSIDAD POLITÉCNICA DE CARTAGENA
:Centro: ESCUELA TECNICA SUPERIOR DE INGENIERIA DE TELECOMUNICACION
:Investigador Principal : FERRANDEZ VICENTE, JOSE MANUEL Tipo de red: T
: Participación del grupo
: Duración: 2015-2016
: Presupuesto: 10.000euros

== 2013 ==

=== Saiotek ===
S-PR13UN001

VTUMOR Medicion de vascularizacion de gliomas sobre imágenes de perfusion con contraste,

en colaboración con Biodonostia y Osatek
financiacion : 2.636,37€
proeyctos saiotek del GV
duración: 1 año (2013)
Participantes: Dept. CCIA, GIC, M Graña (IP), Osatek, Biodonostia. (Jorege Villanua IP)

=== Osakidetza ===

Título: Trastorno Bipolar, Enfermedad de Alzheimer, Inflamación y sustancia blanca
*código 2013111162
*IP Ariadna Besga
*Participantes: Hospital Santiago, GIC,
*duración: 2 años, 2013-214
*Convocatoria: Gobierno Vasco
*Investigador principal: Ariadna Besga
*Centro: Hospital universitario de Álava
*Organismo: Osakidetza
*Presupuesto: 57.000 euros

==2012==

=== SandS ===

Projecto europeo liderado por Bruno Apolloni, Universidad de Milan

Equipo investigador en la UPV/EHU
IP Manuel Graña
Investigadores A I Gonzalez-Acuaña, J. Maiora, A Mouhajid, A d'Danjou, FX Albizuri, B Fernandez Gauna, JM Lopez Guede,

Duracion: 30 meses

comienzo: noviembre 2012

[http://www.sands-project.eu/ website]

[http://www.sands-social-network-mockup.com social network mockup]

[[cosas de future internet relacionadas con SandS mas o menos]]

==2011==

=== PIE Proyecto de Innovación Educativa ===

* Título: Aprendizaje cooperativo intra e intergrupal en el área de informática industrial
* Duración: 2011-2013
* Coordinador: Jose Manuel Lopez-Guede
* Participantes: Borja Fernandez-Gauna, Manuel Graña, Fernando Oterino, Jesus Maria Larrañaga

=== MICINN Imagenes Medicas ===

*Investigador Principal: MAnuel Graña
* Participantes:
** UPV/EHU: Darya Chyzhyk, Blanca Rosa Cases Gutierrez, Alexandre Manhaes Savio, Josu Maiora Oria, Carmen Hernandez Gomez, Pablo Gonzalez Nalda, Borja Fernandez Gauna, Aitzol Ezeiza Ramos
** Oastek: Esther Fernandez Pardavila, Jorge Alberto Villanua Bernues, Jon Echeveste Aizpurua,
** Hospital Santiago: Ariadna Besga Basterra (baja en junio 2012)
** Vicomtech: Ivan Macia Oliver, Iñigo Barandiaran Martirena, Andoni Beristain Iraola
** Ikerbasque: Amaury Lendasse
** Colaboradores Extranjeros: Dost Ongur, Ann K. Shinn, Vassilis G Kaburlasos, Ajith Abraham, Timothy E Behrens, Saad Jbabdi, Peter Sussner

* Financiacion:
* duración: 2012-2014

* [[MICINN-IMAGENES_MEDICAS-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===MICINN IMagenes Hiperespectrales===
* Investigador Principal UPV/EHU: Alicia d'Anjou
* Participantes: Universidad de A Coruña, GIC de la UPV/EHU
* Coordinador: Richard Duro, UAC
* Equipo
** en la UPV/EHU: FX ALbizuri, A Mouhajid, C Hernandez, K Lopez de Ipina, AI Gonzalez-Acuña, E Zulueta, JM Lopez Guede, R Moreno, MA Veganzones, J Gallego,
** colaboradores extranjeros: GX Ritter, E Merenyi, K Madani, DM Mendes Lopes

* Financiación para el GIC
* duracion: 2012-2014

* [[MICINN-IMAGENES_HIPERESPECTRALES-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===SAiotek===

===Intek ===

:DISTANCE DISEÑO DE STENTS PARA EL TRATAMIENTO DE ANEURISMAS DE AORTA CON EXCLUSIÓN
:Lider: e-Medica SL
:Participan: Vicomtech-IK4, Grupo de INteligencia Computacional, Biodonostia, Teccon SL, Hospital DOnostia
:Duracion: octubre 2011- diciembre 2013
: groupware [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/89/DISTANCE_memoria_tecnica_GAITEK2011_FINAL.pdf]

==2010==

===Saoitek ===
* Investigador principal: Ana Gonzalez-Pinto
* Participantes: Hospital Santiago (Vitoria-Gasteiz) (Bioef), GIC del dept. CCIA de la UPV/EHU
* financiación para el GIC: 10000 euros
* duracion: años 2010-2011

=== SAIOTEK 2010 ===
* Investigador Principal: Eloy Irigoyen Gordo
* Año Solicitud: 2.010 Fecha entrada: 21/01/11
* Título: Implementación/Integración de técnicas de Control Inteligente sobre plataformas (PACs) en Tiempo Real (ATICTA-2)
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses
* Fecha inicio: 01/01/10 Fecha fin: 31/12/11
* Financiación : 56.723,32 €

==2009==

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Manuel Graña Romay
* código: UE09+/26
* Título: Módulo de analisis de estructuras vasculares asistidos por imagenes
* entidad colaboradora: Vicomtech
* subvención concedida: 39900
* aportación entidades: 2100
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Hernandez Gomez, Carmen
* código: UE09+/33
* Título: Plataforma de aprendizaje automático para la validación de pruebas psicométricas en neurociencias
* entidad colaboradora: Neuroscience support systems, Nesplora S.L.
* subvención concedida: 35150
* aportación entidades: 1850
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Contrato INTEK Berri 2009 ===

* Investigador Principal: Manuel Graña
* Acronimo MIRESPENA
* Título: Desarrollo de un video juego para el desarrollo de la autoestima en niños
* Contrato realizado a través de la OTRI en el marco de un proyecto Innotek concedido a la empresa Nesplora por el departamento de Industria del Gobierno Vasco
* Duración : 2009-2011
* Importe del contrato:
** en 2009 : 17384
** en 2010: 17384
** en 2011: 5248

===Proyecto Saiotek 2009-2010===

* Investigador Principal: Manuel Graña
* Acronimo SOFLIMRI
*Titulo: Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas
*Importe de la subvención: 32000 euros
*Duracion: 2009-2010
* [[media:Memoria-adicional-SOFLIMRI.pdf|memoria adicional final]]

===Acción complementaria MICINN===

* Nombre del Investigador Principal (Apellidos, Nombre): DAPENA JANEIRO, ADRIANA
* Título de la Acción Complementaria: RED TEMÁTICA EN CODIFICACIÓN Y TRANSMISIÓN DE CONTENIDOS MULTIMEDIA (RTCTCM)
* Organismo: UNIVERSIDADE DA CORUÑA
* Área Temática de Gestión:TECNOLOGÍAS INFORMÁTICAS (TIN), DE SERVICIOS PARA LA SOCIEDAD DE LA INFORMACIÓN (TIS) Y e-CIENCIA (ECI).
* Importe subvención: 10000 euros
* Duración: octubre 2009 a septiembre 2010
* pagina web de la red [http://gtec.des.udc.es/rtctcm/]

===Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal===

* Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
* Investigador principal: Prof. Domingos Manuel Mendes Lopes.
* Duración: 2006 – 2010.
* Investigadores del GIC partipantes en el proyecto: Manuel Graña, Carmen Hernandez

==2008==

=== Asesoramiento proyecto empresarial SJER ===

* Investigador principal: Blanca Rosa Cases Gutierrez
* Título: Software Jurídico de Estructura Relacional
* Duración: 2009
* Empresa: proyecto empresarial SJER desarrollado por Urko Múgica Zuloaga en colaboración con la UPV/EHU a través de Bic Berrilan
* Importe: 10000euros

===Acción complementaria financiada por el MEC===

* Referencia: TSI2007-30447-E/ [https://gici.uab.es/wiki_red_tematica/ Acceso a la wiki del proyecto]
* Investigador Principal: Joan Serrá Sagrista
* Organismo: Universidad Autónoma de Barcelona
* Centro: Escuela Técnica Superior de Ingeniería - ETSE
* Título: Red temática en codificación y transmisión de contenidos multimedia
* Modalidad: B
* Duración: 1 año, 6 de marzo de 2008 hasta 5 de marzo de 2009
* Propuesta de financiación total por conceptos (Euros)
** Costes directos: 6.000
** Puntuación de la acción complementaria: 80
** Puntuación de corte en su programa/subprograma: 60

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 19/02/09
* Título: Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)
* Investigador principal: Carmen Hernandez Gomez
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
* Duración (meses): 24 Meses
* Fecha inicio: 01/01/08 Fecha fin: 31/12/09
* Financiación : 30.000 (aprox)

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 03/04/09
* Título: Aplicación de Técnicas Inteligentes en Controles Tecnológicos Avanzados (ATICTA)
* Investigador principal: Eloy Irigoyen Gordo
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses + 6 meses (prórrogado)
* Fecha inicio: 01/01/08 Fecha fin: 30/06/10
* Financiación : 55.738,17 €

== 2007 ==

===PROYECTOS CIENTIFICO-TECNOLOGICOS SINGULARES Y DE CARACTER ESTRATEGICO===

* Entidad Beneficiaria: MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S. COOP.
* Título: MICROMANUFACTURING; DESARROLLO DE TECNOLOGÍAS DE MICROFABRICACIÓN INNOVADORAS PARA LA GENERACIÓN DE NUEVOS NEGOCIOS Y EL INCREMENTO DE LA COMPETITIVIDAD DE LA INDUSTRIA ESPAÑOLA EN MERCADOS INCIPIENTES
* Importe: 1.403.059,00 + 88.417,00
* Duración: 1-1-2007 al 31-12-2007
* Miembro del grupo de inteligencia computacional que participa en el proyecto: Ekaitz Zulueta
* Cuantía dispuesta por el grupo: 5.2800

=== Acción complementaria MEC congreso IWANN 2007 ===

* REFERENCIA: TIN2006-28207-E/
* INVESTIGADOR PRINCIPAL: MANUEL GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: FACULTAD DE INFORMATICA
* TITULO: IWANN 2007
* MODALIDAD: A
* DURACIÓN: 1 AÑO/S
* COSTES DIRECTOS 4.000 euros
* Puntuación del proyecto 70
* Puntuación de corte en su programa/subprograma 57
* [[media:TIN2006-28207-E-CARTA-CONTESTACION-FINAL.pdf|contestación final]]

===Convocatoria INTEK BERRI – GAITEK – Gobierno Vasco===

*Título: SERENA: Sistema de Evaluación del Riesgo de Ruptura de Endoprótesis en Aneurismas de Aorta
*Lista de participantes: eMedica, S.L. (Líder), Bilbomática, S.A., Servicio de Angiología y Cirugía Vascular y Servicio de Radiología Intervencionista del Hospital Donostia, Asociación Vicomtech, Departamento de Ingeniería de Sistemas y Automática de la Escuela Universitaria Politécnica de Donostia-San Sebastián (UPV-EHU)
*CÓDIGO IG-2007/0000445
* Organismo Financiador Gobierno Vasco
* Investigador/a Principa (UPV/EHU)l: Arantxa Tapia
* Importe de la Subvención 52.700€
* Duración: años 2007-2009 (3 años)
* Investigadores del GIC involucrados: Josu Maiora (UPV/EHU), Ivan Macia (Vicomtech)

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF145/2007'''
* Investigadora principal: Maite García-Sebastián
* Equipo de investigación: Carmen Hernández, Josune Gallego
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Detección preclínica del Alzheimer mediante Neuroimagen.
* Duración: 1 año
* Importe subvencionable: 20.000 euros
* Subvención correspondiente: 20.000 euros

===Programa "Saiotek 2007-2008" Eusko Jaurlaritza/Gobierno Vasco===

* Departamento/Organismo Autónomo: Industria, Comercio y Turismo.
* Órgano gestor: Dirección de Tecnología.
* Objeto: La financiación de los planes de actuación que presentan los agentes cientifico-tecnológicos para los ejercicios 2007-2008.
* Referencia: '''S-PR07UN02'''
* Investigadora principal: Maite García-Sebastián
* Equipo investigador: Josune Gallego, Carmen Hernández, Elsa Fenández, Manuel Graña, Jose Luis Jimenez, Fernando Ferreres, Ana Isabel Gonzalez, Jorge Villanúa (Osatek)
* Departamento: Ciencias de la Computación e Inteligencia Artificial
* Título: Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer
* Memoria, informes internos, resultados, publicaciones derivadas, justificación [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=108&query=saiotek], [http://www.ehu.es/ccwintco/index.php/Usuario:Maitelasarte#Links_de_inter.C3.A9s]
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Subvención total para el año 2007= 2453,57 euros
* Subvención total para el año 2008= 17.117,06 euros

=== Grupo de Investigación Universitario ===

* El Gobierno Vasco ha evaluado como grupo universitario de excelencia al grupo de Inteligencia Computacional dotandolo de finaciación a seis años. [[Media:Resolucion grupos investigacion 2007 c.pdf | Resolución del Gobierno Vasco]]

===Programa Ingenio del CDTI ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Buque Autónomo Inteligente Polivalente para la Pesca 2020
* Entidad financiadora: Centro para el Desarrollo Tecnológico Industrial (CDTI), Programa Ingenio 2010
* Fecha inicio: 01/01/07 Fecha Fin: 31/12/10
* Investigador responsable: VICENTE GOMEZ GARAY
* INVESTIGADOR del grupo que particpa en el proyecto: Eloy Irigoyen
* Nº Investigadores: 9
* Importe de la Subvención: 290.000,00 Euros

=== Diputación de Alava ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Diseño y desarrollo de una Verificadora de Naipes para la inspección y control de las cartas de barajas utilizadas en Casinos - PFA07/05
* Entidad financiadora: DIPUTACIÓN FORAL DE ÁLAVA (Dpto. de Educación, Universidades e Investigación) y UPV/EHU
* Fecha inicio: 01/01/08
* Fecha Fin: 31/12/08
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 24.000,00 Euros

=== Diputación de Bizkaia ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Desarrollo de Estrategias Inteligentes para su implantación en Controles Tecnológicos Avanzados – DIPE07/07
* Entidad financiadora: DIPUTACIÓN FORAL DE BIZKAIA Y UPV/EHU (DIPE-BEAZ)
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 18.000,00 Euros

== 2006 ==

=== MEC DPI2006-15346-C03-03/ MacRobs ===

* [http://totana.dia.fi.upm.es wiki de la UPM]
* [http://www.gii.udc.es/mcrobs página del proyecto coordinado global]
* [[DPI2006-15346-C03-03-Brain-Storming | Página de Brain Storming]]
* [[DPI2006-15346-C03-03-Resultados | resultados del proyecto]]
* [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=212 articulo de diario de trabajo]
* REFERENCIA: DPI2006-15346-C03-03/
* INVESTIGADOR PRINCIPAL: MANUEL MARIA GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: DPTO. CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL
* TITULO: PERCEPCION ARTIFICIAL Y CONTROL DE CAOS PARA ROBOTICA MODULAR EN ENTORNOS DINAMI...
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
** PERSONAL (1) 30.000
** COSTES DE EJECUCIÓN 90.000
* Puntuación del proyecto 56
* Puntuación de corte en su programa/subprograma 53

=== MEC desarrollo y validación de sistemas de interacción inteligentes ===

* REFERENCIA: TSI2006-14250-C02-01/
* INVESTIGADOR PRINCIPAL: KARMELE LOPEZ DE IPIÑA IPIÑA
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* TITULO: DESARROLLO Y VALIDACION DE SISTEMAS DE INTERACCION INTELIGENTES ROBUSTOS ORIENTA... [http://gtts.ehu.es/TWiki/bin/view/Main/LaguntxoProject]
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
* PERSONAL (1) 6.000
* COSTES DE EJECUCIÓN 61.000
* Nº DE BECAS PROPUESTAS PARA ASIGNACIÓN AL PROYECTO 0
* Nº DE TÉCNICOS PROPUESTOS PARA ASIGNACIÓN AL PROYECTO 0
* Puntuación del proyecto 68
* Puntuación de corte en su programa/subprograma 59

=== UPV/EHU ===

* Año de la Convocatoria: 2.006
* Título del proyecto: INTEGRACIÓN DE NUEVAS TÉCNICAS COMPUTACIONALES EN SISTEMAS DE CONTROL INTELIGENTES – EHU06/61
* Entidad financiadora: UPV / EHU
* Fecha inicio: 01/12/06
* Fecha Fin: 30/11/08
* Investigador responsable: VICENTE GOMEZ GARAY
* Nº Investigadores: 4
* Importe de la Subvención: 22.500,00 Euros

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF0107/2006'''
* Investigadora principal: Elsa Fernández Gómez de Segura
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de imagen de Resonancia Magnética.
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Importe subvencionable: 36.000 euros
* Subvención correspondiente: 36.000 euros

Proyectos

2015-10-16T13:37:52Z

Jm.lopez: /* 2014 */

== 2015 ==

:Referencia: TIN2014-56409-REDT
:Título: RED TEMATICA EN TECNOLOGIAS DE COMPUTACION NATURAL/ARTIFICIAL
:Entidad Solicitante:UNIVERSIDAD POLITÉCNICA DE CARTAGENA
:Centro: ESCUELA TECNICA SUPERIOR DE INGENIERIA DE TELECOMUNICACION
:Investigador Principal : FERRANDEZ VICENTE, JOSE MANUEL Tipo de red: T
: Participación del grupo
: Duración: 2015-2016
: Presupuesto: 10.000euros

== 2014 ==

:Referencia: TIN2014-56409-REDT
:Título: RED TEMATICA EN TECNOLOGIAS DE COMPUTACION NATURAL/ARTIFICIAL
:Entidad Solicitante:UNIVERSIDAD POLITÉCNICA DE CARTAGENA
:Centro: ESCUELA TECNICA SUPERIOR DE INGENIERIA DE TELECOMUNICACION
:Investigador Principal : FERRANDEZ VICENTE, JOSE MANUEL Tipo de red: T
: Participación del grupo
: Duración: 2015-2016
: Presupuesto: 10.000euros

== 2013 ==

=== Saiotek ===
S-PR13UN001

VTUMOR Medicion de vascularizacion de gliomas sobre imágenes de perfusion con contraste,

en colaboración con Biodonostia y Osatek
financiacion : 2.636,37€
proeyctos saiotek del GV
duración: 1 año (2013)
Participantes: Dept. CCIA, GIC, M Graña (IP), Osatek, Biodonostia. (Jorege Villanua IP)

=== Osakidetza ===

Título: Trastorno Bipolar, Enfermedad de Alzheimer, Inflamación y sustancia blanca
*código 2013111162
*IP Ariadna Besga
*Participantes: Hospital Santiago, GIC,
*duración: 2 años, 2013-214
*Convocatoria: Gobierno Vasco
*Investigador principal: Ariadna Besga
*Centro: Hospital universitario de Álava
*Organismo: Osakidetza
*Presupuesto: 57.000 euros

==2012==

=== SandS ===

Projecto europeo liderado por Bruno Apolloni, Universidad de Milan

Equipo investigador en la UPV/EHU
IP Manuel Graña
Investigadores A I Gonzalez-Acuaña, J. Maiora, A Mouhajid, A d'Danjou, FX Albizuri, B Fernandez Gauna, JM Lopez Guede,

Duracion: 30 meses

comienzo: noviembre 2012

[http://www.sands-project.eu/ website]

[http://www.sands-social-network-mockup.com social network mockup]

[[cosas de future internet relacionadas con SandS mas o menos]]

==2011==

=== PIE Proyecto de Innovación Educativa ===

* Título: Aprendizaje cooperativo intra e intergrupal en el área de informática industrial
* Duración: 2011-2013
* Coordinador: Jose Manuel Lopez-Guede
* Participantes: Borja Fernandez-Gauna, Manuel Graña, Fernando Oterino, Jesus Maria Larrañaga

=== MICINN Imagenes Medicas ===

*Investigador Principal: MAnuel Graña
* Participantes:
** UPV/EHU: Darya Chyzhyk, Blanca Rosa Cases Gutierrez, Alexandre Manhaes Savio, Josu Maiora Oria, Carmen Hernandez Gomez, Pablo Gonzalez Nalda, Borja Fernandez Gauna, Aitzol Ezeiza Ramos
** Oastek: Esther Fernandez Pardavila, Jorge Alberto Villanua Bernues, Jon Echeveste Aizpurua,
** Hospital Santiago: Ariadna Besga Basterra (baja en junio 2012)
** Vicomtech: Ivan Macia Oliver, Iñigo Barandiaran Martirena, Andoni Beristain Iraola
** Ikerbasque: Amaury Lendasse
** Colaboradores Extranjeros: Dost Ongur, Ann K. Shinn, Vassilis G Kaburlasos, Ajith Abraham, Timothy E Behrens, Saad Jbabdi, Peter Sussner

* Financiacion:
* duración: 2012-2014

* [[MICINN-IMAGENES_MEDICAS-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===MICINN IMagenes Hiperespectrales===
* Investigador Principal UPV/EHU: Alicia d'Anjou
* Participantes: Universidad de A Coruña, GIC de la UPV/EHU
* Coordinador: Richard Duro, UAC
* Equipo
** en la UPV/EHU: FX ALbizuri, A Mouhajid, C Hernandez, K Lopez de Ipina, AI Gonzalez-Acuña, E Zulueta, JM Lopez Guede, R Moreno, MA Veganzones, J Gallego,
** colaboradores extranjeros: GX Ritter, E Merenyi, K Madani, DM Mendes Lopes

* Financiación para el GIC
* duracion: 2012-2014

* [[MICINN-IMAGENES_HIPERESPECTRALES-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===SAiotek===

===Intek ===

:DISTANCE DISEÑO DE STENTS PARA EL TRATAMIENTO DE ANEURISMAS DE AORTA CON EXCLUSIÓN
:Lider: e-Medica SL
:Participan: Vicomtech-IK4, Grupo de INteligencia Computacional, Biodonostia, Teccon SL, Hospital DOnostia
:Duracion: octubre 2011- diciembre 2013
: groupware [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/89/DISTANCE_memoria_tecnica_GAITEK2011_FINAL.pdf]

==2010==

===Saoitek ===
* Investigador principal: Ana Gonzalez-Pinto
* Participantes: Hospital Santiago (Vitoria-Gasteiz) (Bioef), GIC del dept. CCIA de la UPV/EHU
* financiación para el GIC: 10000 euros
* duracion: años 2010-2011

=== SAIOTEK 2010 ===
* Investigador Principal: Eloy Irigoyen Gordo
* Año Solicitud: 2.010 Fecha entrada: 21/01/11
* Título: Implementación/Integración de técnicas de Control Inteligente sobre plataformas (PACs) en Tiempo Real (ATICTA-2)
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses
* Fecha inicio: 01/01/10 Fecha fin: 31/12/11
* Financiación : 56.723,32 €

==2009==

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Manuel Graña Romay
* código: UE09+/26
* Título: Módulo de analisis de estructuras vasculares asistidos por imagenes
* entidad colaboradora: Vicomtech
* subvención concedida: 39900
* aportación entidades: 2100
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Hernandez Gomez, Carmen
* código: UE09+/33
* Título: Plataforma de aprendizaje automático para la validación de pruebas psicométricas en neurociencias
* entidad colaboradora: Neuroscience support systems, Nesplora S.L.
* subvención concedida: 35150
* aportación entidades: 1850
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Contrato INTEK Berri 2009 ===

* Investigador Principal: Manuel Graña
* Acronimo MIRESPENA
* Título: Desarrollo de un video juego para el desarrollo de la autoestima en niños
* Contrato realizado a través de la OTRI en el marco de un proyecto Innotek concedido a la empresa Nesplora por el departamento de Industria del Gobierno Vasco
* Duración : 2009-2011
* Importe del contrato:
** en 2009 : 17384
** en 2010: 17384
** en 2011: 5248

===Proyecto Saiotek 2009-2010===

* Investigador Principal: Manuel Graña
* Acronimo SOFLIMRI
*Titulo: Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas
*Importe de la subvención: 32000 euros
*Duracion: 2009-2010
* [[media:Memoria-adicional-SOFLIMRI.pdf|memoria adicional final]]

===Acción complementaria MICINN===

* Nombre del Investigador Principal (Apellidos, Nombre): DAPENA JANEIRO, ADRIANA
* Título de la Acción Complementaria: RED TEMÁTICA EN CODIFICACIÓN Y TRANSMISIÓN DE CONTENIDOS MULTIMEDIA (RTCTCM)
* Organismo: UNIVERSIDADE DA CORUÑA
* Área Temática de Gestión:TECNOLOGÍAS INFORMÁTICAS (TIN), DE SERVICIOS PARA LA SOCIEDAD DE LA INFORMACIÓN (TIS) Y e-CIENCIA (ECI).
* Importe subvención: 10000 euros
* Duración: octubre 2009 a septiembre 2010
* pagina web de la red [http://gtec.des.udc.es/rtctcm/]

===Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal===

* Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
* Investigador principal: Prof. Domingos Manuel Mendes Lopes.
* Duración: 2006 – 2010.
* Investigadores del GIC partipantes en el proyecto: Manuel Graña, Carmen Hernandez

==2008==

=== Asesoramiento proyecto empresarial SJER ===

* Investigador principal: Blanca Rosa Cases Gutierrez
* Título: Software Jurídico de Estructura Relacional
* Duración: 2009
* Empresa: proyecto empresarial SJER desarrollado por Urko Múgica Zuloaga en colaboración con la UPV/EHU a través de Bic Berrilan
* Importe: 10000euros

===Acción complementaria financiada por el MEC===

* Referencia: TSI2007-30447-E/ [https://gici.uab.es/wiki_red_tematica/ Acceso a la wiki del proyecto]
* Investigador Principal: Joan Serrá Sagrista
* Organismo: Universidad Autónoma de Barcelona
* Centro: Escuela Técnica Superior de Ingeniería - ETSE
* Título: Red temática en codificación y transmisión de contenidos multimedia
* Modalidad: B
* Duración: 1 año, 6 de marzo de 2008 hasta 5 de marzo de 2009
* Propuesta de financiación total por conceptos (Euros)
** Costes directos: 6.000
** Puntuación de la acción complementaria: 80
** Puntuación de corte en su programa/subprograma: 60

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 19/02/09
* Título: Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)
* Investigador principal: Carmen Hernandez Gomez
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
* Duración (meses): 24 Meses
* Fecha inicio: 01/01/08 Fecha fin: 31/12/09
* Financiación : 30.000 (aprox)

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 03/04/09
* Título: Aplicación de Técnicas Inteligentes en Controles Tecnológicos Avanzados (ATICTA)
* Investigador principal: Eloy Irigoyen Gordo
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses + 6 meses (prórrogado)
* Fecha inicio: 01/01/08 Fecha fin: 30/06/10
* Financiación : 55.738,17 €

== 2007 ==

===PROYECTOS CIENTIFICO-TECNOLOGICOS SINGULARES Y DE CARACTER ESTRATEGICO===

* Entidad Beneficiaria: MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S. COOP.
* Título: MICROMANUFACTURING; DESARROLLO DE TECNOLOGÍAS DE MICROFABRICACIÓN INNOVADORAS PARA LA GENERACIÓN DE NUEVOS NEGOCIOS Y EL INCREMENTO DE LA COMPETITIVIDAD DE LA INDUSTRIA ESPAÑOLA EN MERCADOS INCIPIENTES
* Importe: 1.403.059,00 + 88.417,00
* Duración: 1-1-2007 al 31-12-2007
* Miembro del grupo de inteligencia computacional que participa en el proyecto: Ekaitz Zulueta
* Cuantía dispuesta por el grupo: 5.2800

=== Acción complementaria MEC congreso IWANN 2007 ===

* REFERENCIA: TIN2006-28207-E/
* INVESTIGADOR PRINCIPAL: MANUEL GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: FACULTAD DE INFORMATICA
* TITULO: IWANN 2007
* MODALIDAD: A
* DURACIÓN: 1 AÑO/S
* COSTES DIRECTOS 4.000 euros
* Puntuación del proyecto 70
* Puntuación de corte en su programa/subprograma 57
* [[media:TIN2006-28207-E-CARTA-CONTESTACION-FINAL.pdf|contestación final]]

===Convocatoria INTEK BERRI – GAITEK – Gobierno Vasco===

*Título: SERENA: Sistema de Evaluación del Riesgo de Ruptura de Endoprótesis en Aneurismas de Aorta
*Lista de participantes: eMedica, S.L. (Líder), Bilbomática, S.A., Servicio de Angiología y Cirugía Vascular y Servicio de Radiología Intervencionista del Hospital Donostia, Asociación Vicomtech, Departamento de Ingeniería de Sistemas y Automática de la Escuela Universitaria Politécnica de Donostia-San Sebastián (UPV-EHU)
*CÓDIGO IG-2007/0000445
* Organismo Financiador Gobierno Vasco
* Investigador/a Principa (UPV/EHU)l: Arantxa Tapia
* Importe de la Subvención 52.700€
* Duración: años 2007-2009 (3 años)
* Investigadores del GIC involucrados: Josu Maiora (UPV/EHU), Ivan Macia (Vicomtech)

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF145/2007'''
* Investigadora principal: Maite García-Sebastián
* Equipo de investigación: Carmen Hernández, Josune Gallego
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Detección preclínica del Alzheimer mediante Neuroimagen.
* Duración: 1 año
* Importe subvencionable: 20.000 euros
* Subvención correspondiente: 20.000 euros

===Programa "Saiotek 2007-2008" Eusko Jaurlaritza/Gobierno Vasco===

* Departamento/Organismo Autónomo: Industria, Comercio y Turismo.
* Órgano gestor: Dirección de Tecnología.
* Objeto: La financiación de los planes de actuación que presentan los agentes cientifico-tecnológicos para los ejercicios 2007-2008.
* Referencia: '''S-PR07UN02'''
* Investigadora principal: Maite García-Sebastián
* Equipo investigador: Josune Gallego, Carmen Hernández, Elsa Fenández, Manuel Graña, Jose Luis Jimenez, Fernando Ferreres, Ana Isabel Gonzalez, Jorge Villanúa (Osatek)
* Departamento: Ciencias de la Computación e Inteligencia Artificial
* Título: Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer
* Memoria, informes internos, resultados, publicaciones derivadas, justificación [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=108&query=saiotek], [http://www.ehu.es/ccwintco/index.php/Usuario:Maitelasarte#Links_de_inter.C3.A9s]
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Subvención total para el año 2007= 2453,57 euros
* Subvención total para el año 2008= 17.117,06 euros

=== Grupo de Investigación Universitario ===

* El Gobierno Vasco ha evaluado como grupo universitario de excelencia al grupo de Inteligencia Computacional dotandolo de finaciación a seis años. [[Media:Resolucion grupos investigacion 2007 c.pdf | Resolución del Gobierno Vasco]]

===Programa Ingenio del CDTI ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Buque Autónomo Inteligente Polivalente para la Pesca 2020
* Entidad financiadora: Centro para el Desarrollo Tecnológico Industrial (CDTI), Programa Ingenio 2010
* Fecha inicio: 01/01/07 Fecha Fin: 31/12/10
* Investigador responsable: VICENTE GOMEZ GARAY
* INVESTIGADOR del grupo que particpa en el proyecto: Eloy Irigoyen
* Nº Investigadores: 9
* Importe de la Subvención: 290.000,00 Euros

=== Diputación de Alava ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Diseño y desarrollo de una Verificadora de Naipes para la inspección y control de las cartas de barajas utilizadas en Casinos - PFA07/05
* Entidad financiadora: DIPUTACIÓN FORAL DE ÁLAVA (Dpto. de Educación, Universidades e Investigación) y UPV/EHU
* Fecha inicio: 01/01/08
* Fecha Fin: 31/12/08
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 24.000,00 Euros

=== Diputación de Bizkaia ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Desarrollo de Estrategias Inteligentes para su implantación en Controles Tecnológicos Avanzados – DIPE07/07
* Entidad financiadora: DIPUTACIÓN FORAL DE BIZKAIA Y UPV/EHU (DIPE-BEAZ)
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 18.000,00 Euros

== 2006 ==

=== MEC DPI2006-15346-C03-03/ MacRobs ===

* [http://totana.dia.fi.upm.es wiki de la UPM]
* [http://www.gii.udc.es/mcrobs página del proyecto coordinado global]
* [[DPI2006-15346-C03-03-Brain-Storming | Página de Brain Storming]]
* [[DPI2006-15346-C03-03-Resultados | resultados del proyecto]]
* [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=212 articulo de diario de trabajo]
* REFERENCIA: DPI2006-15346-C03-03/
* INVESTIGADOR PRINCIPAL: MANUEL MARIA GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: DPTO. CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL
* TITULO: PERCEPCION ARTIFICIAL Y CONTROL DE CAOS PARA ROBOTICA MODULAR EN ENTORNOS DINAMI...
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
** PERSONAL (1) 30.000
** COSTES DE EJECUCIÓN 90.000
* Puntuación del proyecto 56
* Puntuación de corte en su programa/subprograma 53

=== MEC desarrollo y validación de sistemas de interacción inteligentes ===

* REFERENCIA: TSI2006-14250-C02-01/
* INVESTIGADOR PRINCIPAL: KARMELE LOPEZ DE IPIÑA IPIÑA
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* TITULO: DESARROLLO Y VALIDACION DE SISTEMAS DE INTERACCION INTELIGENTES ROBUSTOS ORIENTA... [http://gtts.ehu.es/TWiki/bin/view/Main/LaguntxoProject]
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
* PERSONAL (1) 6.000
* COSTES DE EJECUCIÓN 61.000
* Nº DE BECAS PROPUESTAS PARA ASIGNACIÓN AL PROYECTO 0
* Nº DE TÉCNICOS PROPUESTOS PARA ASIGNACIÓN AL PROYECTO 0
* Puntuación del proyecto 68
* Puntuación de corte en su programa/subprograma 59

=== UPV/EHU ===

* Año de la Convocatoria: 2.006
* Título del proyecto: INTEGRACIÓN DE NUEVAS TÉCNICAS COMPUTACIONALES EN SISTEMAS DE CONTROL INTELIGENTES – EHU06/61
* Entidad financiadora: UPV / EHU
* Fecha inicio: 01/12/06
* Fecha Fin: 30/11/08
* Investigador responsable: VICENTE GOMEZ GARAY
* Nº Investigadores: 4
* Importe de la Subvención: 22.500,00 Euros

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF0107/2006'''
* Investigadora principal: Elsa Fernández Gómez de Segura
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de imagen de Resonancia Magnética.
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Importe subvencionable: 36.000 euros
* Subvención correspondiente: 36.000 euros

Ponencias en congresos

2015-08-10T11:15:56Z

Jm.lopez: /* 2015 */

==2015==

* Eider Sanchez, Carlos Toro, Manuel Graña, Integrating Electronic Health Records in Clinical Decision Support Systems, InMed 2015

* Jose Manuel Lopez-Guede and Manuel Graña, Knowledge modeling by ELM in RL for SRHT problem, CSCC 2015

*Borja Ayerdi, Oier Echaniz, Alexandre Savio, Manuel Graña, Automated segmentation of subcutaneous and visceral adipose tissues from MRI. InMed 2015, Kyoto, [http://inmed-15.inmedhealth.org]

* Jose Manuel Lopez-Guede, Aitor Moreno-Fernandez-de-Leceta, Manuel Graña, Behavior prediction in home telecare systems, AICT 2015

* Pawel Ksieniewicz, Manuel Grana and Michal Wozniak, Blurred labeling segmentation algorithm for hyperspectral images, ICCCI 2015, [http://antares.sip.ucm.es/iccci2015/]

* Ion Marqués, Manuel Graña, Stephanie M. Sanchez, Mohammed Q. Alkhatib and Miguel Velez-Reyes. Skin segmentation by active learning for human detection in hyperspectral images, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI, [http://spie.org/DEF/conferencedetails/algorithms-multispectral-hyperspectral-ultraspectral-imagery], 21 april 2015, Baltimore,

* Jose Manuel Lopez-Guede, Manuel Graña, Neural modeling of hose dynamics to speedup Reinforcement Learning experiments, IWINAC 2015

* Manuel Graña, Ion Marques, Experiments of skin detection in hyperspectral images, IWINAC 2015

*Jose Manuel Lopez-Guede, Julián Estévez, Manuel Graña, Reinforcement Learning in Single Robot Hose Transport Task: A Physical Proof of Concept, SOCO 2015,

*Leire Ozaeta, Darya Chyzhyk, Manuel Graña, Some Results on Dynamic Causal Modeling of Auditory Hallucinations, IWINAC 2015, Elche, Junio 2015

*Aitor Moreno-Fernandez-De-Leceta, Unai Arenal Gómez, Jose Manuel Lopez-Guede and Manuel Grana, Real implantation of an expert system for elderly home care, HAIS 2015, Bilbao

== 2014 ==

*Ion Marques and Manuel Graña "Sparse unmixing via WM algorithm for hyperspectral images", WHISPERS 2014, 24-27 junio, Lausanne, Switzerland

* Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche and Amaury Lendasse, "Brain MRI Morphological Patterns Extraction Tool based on Extreme Learning Machine and Majority Vote Classification" ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* Borja Ayerdi, Manuel Graña "Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression" ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* Manuel Graña, J. David Nuñez-Gonzalez "An instance of social intelligence in the internet of things: bread making recipe recommendation by ELM Regression", ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* J David Nuñez-Gonzalez, Manuel Graña, "On the effect of high order reputation information on Trust Prediction in Wikipedia’s Vote Network," ENIC 2014, [http://www.enic.pwr.wroc.pl/], september, 29-30, Wroclaw, Poland

* Borja Fernandez-Gauna, Manuel Graña, "Recipe tuning by Reinforcement Learning in the SandS ecosystem", CASON 2014, Porto, Portugal, 31 julio, 2014, [[media:CASON-2014-M-Grana-slides.pdf|slides]]

* Manuel Graña and Darya Chyzhyk, "One side lattice memory reduced ordering function allows discrimination in resting state fMRI", : IEEE World Congress on Computational Intelligence (WCCI), Special Session: Lattice Computing, July 6-11 2014, Beijinn, China

* Darya Chyzhyk and Manuel Graña "Findings in resting-state fMRI by differences from K-means clustering", InMed, 9-11 July, 2014, San-Sebastian, Spain

*J. Maiora, G.A. Papakostas, B. Ayerdi, V.G. Kaburlasos, M. Grana, Active Learning with Texture Features for Computed Tomography Image Segmentation, InMed, 9-11 July, 2014, San-Sebastian, Spain

* Ariadna Besga, Manuel Graña, Ana Gonzalez-Pinto, Itxaso Gonzalez-Ortega & Alexandre Savio "Observation of Genotype-Phenotype interaction effects on White Matter in Alzheimer Disease and Bipolar Disorder: a randomized controlled trial", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Alexandre Savio & Manuel Graña "Brain Cloud Computing: Brain image pre-processing made easy and boring", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Darya Chyzhyk, Manuel Graña, Ann Shinn & Dost Ongur "Discrimination of auditory hallucination sensitive Schizophrenia patients from resting state functional MRI", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Rosalia Dacosta, Manuel Graña & María Mataro "Functional, structural and metabolic remodeling related to cognitive recovery in ischemic stroke patients", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Alexandre Savio, Darya Chyzhyk, Manuel Graña "Computer Aided Diagnosis of Schizophrenia based on local-activity measures of resting-state fMRI", HAIS 2014, Salamanca, 11-13 Junio

*Ion Marques, Manuel Graña, "Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing", HAIS 2014, Salamanca, 11-13 Junio, [[media:HAIS-2014-Ion-presentacion.pdf|slides]]

*Dacosta-Aguayo R, Graña M, Iturria-Medina Y, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Millán M, Dávalos A, Maria M
:Impairment of Functional Integration of the Default Mode Network related to Cognitive Outcome in Stroke Patients at three months
:European Stroke Conference (ESC). Nice, Mayo, 6-9, 2014. Comunicación aceptada pendiente de realización.

*Dacosta-Aguayo R, Graña M, Falcón C, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Toran Pere, Fores-Raurell Rosa, Dávalos A, Mataró M
:Metabolic Imbalance, Default Mode Network Activity and White Matter Integrity in the healthy contralesional hemisphere related to Cognitive Outcome in Stroke Patients
:The 8th Annual Canadian Neuroscience Meeting (CAN). Montreal, Mayo 24-28, 2014

*Dacosta-Aguayo R, Graña M, Savio A, Iturria-Medina Y, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Millán M, Dávalos A, Mataró M
:Cognitive/Clinical States in Stroke Patients are Associated to Different Anatomical Connectivity Patterns
:Organization for Human Brain Mapping (OHBM). Hamburg, June, 8-12, 2014

* Effect of Initial Conditioning of Reinforcement Learning Agents on Feedback Control tasks over Continuous State and Action Spaces, Borja Fernandez-Gauna, Juan Luis Osa and Manuel Graña, SOCO 2014, Salamanca, Spain
* Experiments on Trust Prediction based on reputation features, J. David Nuñez-Gonzalez and Manuel Grana, CISIS 2014 [http://www.ehu.es/ccwintco/index.php/Archivo:CISIS2014.pptx slides]

== 2013 ==

* ''Low-cost platforms used in Control Education: An educational case study. '' Eloy Irigoyen, Ekaitz Larzabal, Rafael Priego, ACE 2013, Sheffield, England, 28-30 August [http://www.ehu.es/ccwintco/uploads/8/84/Presentacion_ACE2013_Eloy_Irigoyen.pdf slides]

* ''Microcontroller Implementation of a Multi Objective Genetic Algorithm for Real-Time Intelligent Control. '' Martin Dendaluce, Juan José Valera, Vicente Gómez-Garay, Eloy Irigoyen, Ekaitz Larzabal, SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/8/85/PRESENTACION_SOCO2013_Eloy_Irigoyen.pdf slides]

* ''A domestic application of Intelligent Social Computing: the SandS project'' Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni, SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/e/e6/Pres_soco2013_Ion_Marques.pdf slides]

* ''Structural integrity of the contralesional hemisphere in chronic stroke patients: useful biomarkers of cognitive impairment'' Dacosta-Aguayo R, Graña M, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Tibor A, Mataró M, ICVD 2013, Athens, Greece 17-21 October

* ''Structural Damage to the Posterior Limb of Internal Capsule in stroke patients and its association with cognitive functions'' Dacosta-Aguayo R, Graña M, Tibor A, Fernández-Andújar M, Millán M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Garolera M, Hernández M, Munuera J, Dávalos A, Mataró M, FESN 2013, Berlin, Germany 12-14 September

* ''Remote thalamic microstructural abnormalities related to cognitive function in ischemic stroke patients'' Marina Fernández-Andújar, Fleur Doornink, Rosalia Dacosta-Aguayo, Júlia Miralbell, Juan José Soriano-Raya, Natalia Pérez de la Ossa, Maite Barrios, Cynthia Cáceres, Imma Clemente, Antoni Dávalos, Maria Mataró, ICVD 2013, Athens, Greece 17-21 October

* ''Changes in resting-state functional connectivity predict cognitive recovery after stroke'' Dacosta-Aguayo R, Graña M, Tibor A, Fernández-Andújar M, Millán M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, Sesión Inter-Hospitalaria Expertos en Patología Vascular de Cataluña 2013, Mataro, Barcelona 3 May

* ''Clustering of anonymized users in an enterprise intranet social network'' Israel Rebollo-Ruiz , Manuel Graña SOCO 2013, Salamanca, 11-13 September. Advances in Intelligent Systems and Computing Volume 239, 2014, pp 229-236 [http://www.ehu.es/ccwintco/uploads/1/17/Presentacion_SOCO2013-Israel.pdf slides]
* ''Artificial Neural Network modeling of a photovoltaic module'' Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz , Manuel Graña SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/7/74/Slides_SOCO2013-LopezGuede.pdf slides]
* ''Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge'' Borja Ayerdi, Josu Maiora, Manuel Graña, HAIS 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/60/HAIS13_ayerdi.pdf slides]
* ''A discussion on trust requirements for a social network of eahoukers'' Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni, HAIS 2013, Salamanca, Spain, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/65/HAIS2013%2895%29.pptx slides_pptx] [http://www.ehu.es/ccwintco/uploads/3/3c/HAIS2013%2895%29.pdf slides_pdf]
* ''Empirical study of the sensitivity of CACLA to sub-optimal parameter setting in learning feedback controllers'' Borja Fernandez-Gauna, Igor Ansoategui, Ismael Etxeberria-Agiriano, Manuel Graña, SOCO 2013, Salamanca, Spain, 11-3 September [http://www.ehu.es/ccwintco/uploads/7/70/SOCO13_-_slides_-_Borja.pdf slides]
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'' Manuel Graña, Israel Rebollo, CASON 2013, Fargo, ND, 13 julio 2013
* ''Subconscious Social Computational Intelligence'' M. Graña, ICCC 2013, Coimbatore, India
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'', Manuel Graña, Israel Rebollo, NABIC 2013, Fargo, ND, 13 julio 2013, [[media:NABIC-israel-GS-GC-slides.pdf|slides]]
*''ELM for Retinal Vessel Classification'' Iñigo Barandiaran, Odei Maiz, Ion Marques, Jurgui Ugarte, and Manuel Grana, ELM 2013, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* ''Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines'' Borja Ayerdi, Ion Marqués, Manuel Graña, ELM 2013, Beijing, CHina.
* ''Predicting Trust From Reputation in a Social Network of Reviewers by ELM'' J. David Nuñez-Gonzalez, Manuel Graña, ELM 2013, Beijing, CHina.
* ''ELM approximations of L-MCRS dynamics for Reinforcement Learning experiments'' Jose Manuel Lopez-Guedea, Manuel Graña, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013. [[media: Chyzhyk-Slides-HAIS2013-2013-09-05.pdf|Slides]]
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

*''Whole brain resting-state analysis in patients with first ever stroke: a functional mri study with independent component analysis (ICA)'', Dacosta-Aguayo R, Fernández-Andújar M, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, INS 2012, Oslo Noruega, 27-30 june 2012

*''Lesion volume effects on spontaneous whole brain bold activity fluctuations in patients with first ever stroke'', Dacosta-Aguayo R, Fernández-Andújar M, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, ISON 2012, Valencia España, 18-19 October

*''Thalamic anisotropy indexes and cognitive function in stroke patients'', Fernández-Andújar M, Dacosta-Aguayo R, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, INS 2012, Oslo Noruega, 18-19 October

*''Effects of Intracranial Pulsatility Index on cognition and white matter integrity.'', Jorge López-Olóriz, Elena López-Cancio, Juan Francisco Arenillas, Maite Barrios, Juan José Soriano-Raya, Júlia Miralbell, Rosalía Dacosta-Aguayo, Núria Bargalló, Cynthia Cáceres, Pere Torán, Maite Alzamora, Guillem Pera, Antoni Dávalos, Maria Mataró, INS 2012, Oslo Noruega, 18-19 October

*''Relationship between thalamic diffusion asymmetries and cognitive function in healthy people'', Fernández-Andújar M, Dacosta-Aguayo R, Clemente I, Gomis M, López-Cancio E, Millán M, Pérez de la Ossa, Reverté S, Cáceres C, Bargalló N, Barrios M, Dávalos A, Mataró M, SEPNECA 2012, Barcelona España, 3-6 July

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012

* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. Soft Computing Models in Industrial and Environmental Applications Advances in Intelligent Systems and Computing Volume 188, 2013, pp 495-503 [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]], ISMRM Workshop, Montabaur, Oct. 2011, [http://www.ismrm.org/workshops/Biomarkers11/]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Ponencias en congresos

2015-08-10T11:14:33Z

Jm.lopez: /* 2015 */

==2015==

* Eider Sanchez, Carlos Toro, Manuel Graña, Integrating Electronic Health Records in Clinical Decision Support Systems, InMed 2015

*Borja Ayerdi, Oier Echaniz, Alexandre Savio, Manuel Graña, Automated segmentation of subcutaneous and visceral adipose tissues from MRI. InMed 2015, Kyoto, [http://inmed-15.inmedhealth.org]

* Pawel Ksieniewicz, Manuel Grana and Michal Wozniak, Blurred labeling segmentation algorithm for hyperspectral images, ICCCI 2015, [http://antares.sip.ucm.es/iccci2015/]

* Ion Marqués, Manuel Graña, Stephanie M. Sanchez, Mohammed Q. Alkhatib and Miguel Velez-Reyes. Skin segmentation by active learning for human detection in hyperspectral images, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI, [http://spie.org/DEF/conferencedetails/algorithms-multispectral-hyperspectral-ultraspectral-imagery], 21 april 2015, Baltimore,

* Jose Manuel Lopez-Guede, Manuel Graña, Neural modeling of hose dynamics to speedup Reinforcement Learning experiments, IWINAC 2015

* Manuel Graña, Ion Marques, Experiments of skin detection in hyperspectral images, IWINAC 2015

*Jose Manuel Lopez-Guede, Julián Estévez, Manuel Graña, Reinforcement Learning in Single Robot Hose Transport Task: A Physical Proof of Concept, SOCO 2015,

*Leire Ozaeta, Darya Chyzhyk, Manuel Graña, Some Results on Dynamic Causal Modeling of Auditory Hallucinations, IWINAC 2015, Elche, Junio 2015

*Aitor Moreno-Fernandez-De-Leceta, Unai Arenal Gómez, Jose Manuel Lopez-Guede and Manuel Grana, Real implantation of an expert system for elderly home care, HAIS 2015, Bilbao

== 2014 ==

*Ion Marques and Manuel Graña "Sparse unmixing via WM algorithm for hyperspectral images", WHISPERS 2014, 24-27 junio, Lausanne, Switzerland

* Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche and Amaury Lendasse, "Brain MRI Morphological Patterns Extraction Tool based on Extreme Learning Machine and Majority Vote Classification" ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* Borja Ayerdi, Manuel Graña "Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression" ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* Manuel Graña, J. David Nuñez-Gonzalez "An instance of social intelligence in the internet of things: bread making recipe recommendation by ELM Regression", ELM 2014, Singapore, December 2014, [http://ntu.edu.sg/home/egbhuang/elm2014/]

* J David Nuñez-Gonzalez, Manuel Graña, "On the effect of high order reputation information on Trust Prediction in Wikipedia’s Vote Network," ENIC 2014, [http://www.enic.pwr.wroc.pl/], september, 29-30, Wroclaw, Poland

* Borja Fernandez-Gauna, Manuel Graña, "Recipe tuning by Reinforcement Learning in the SandS ecosystem", CASON 2014, Porto, Portugal, 31 julio, 2014, [[media:CASON-2014-M-Grana-slides.pdf|slides]]

* Manuel Graña and Darya Chyzhyk, "One side lattice memory reduced ordering function allows discrimination in resting state fMRI", : IEEE World Congress on Computational Intelligence (WCCI), Special Session: Lattice Computing, July 6-11 2014, Beijinn, China

* Darya Chyzhyk and Manuel Graña "Findings in resting-state fMRI by differences from K-means clustering", InMed, 9-11 July, 2014, San-Sebastian, Spain

*J. Maiora, G.A. Papakostas, B. Ayerdi, V.G. Kaburlasos, M. Grana, Active Learning with Texture Features for Computed Tomography Image Segmentation, InMed, 9-11 July, 2014, San-Sebastian, Spain

* Ariadna Besga, Manuel Graña, Ana Gonzalez-Pinto, Itxaso Gonzalez-Ortega & Alexandre Savio "Observation of Genotype-Phenotype interaction effects on White Matter in Alzheimer Disease and Bipolar Disorder: a randomized controlled trial", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Alexandre Savio & Manuel Graña "Brain Cloud Computing: Brain image pre-processing made easy and boring", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Darya Chyzhyk, Manuel Graña, Ann Shinn & Dost Ongur "Discrimination of auditory hallucination sensitive Schizophrenia patients from resting state functional MRI", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Rosalia Dacosta, Manuel Graña & María Mataro "Functional, structural and metabolic remodeling related to cognitive recovery in ischemic stroke patients", NeuroGune the second meeting of the Basque research community in Neuroscience, 9 July, 2014, San Sebastian, Spain. Ponencia: poster

* Alexandre Savio, Darya Chyzhyk, Manuel Graña "Computer Aided Diagnosis of Schizophrenia based on local-activity measures of resting-state fMRI", HAIS 2014, Salamanca, 11-13 Junio

*Ion Marques, Manuel Graña, "Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing", HAIS 2014, Salamanca, 11-13 Junio, [[media:HAIS-2014-Ion-presentacion.pdf|slides]]

*Dacosta-Aguayo R, Graña M, Iturria-Medina Y, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Millán M, Dávalos A, Maria M
:Impairment of Functional Integration of the Default Mode Network related to Cognitive Outcome in Stroke Patients at three months
:European Stroke Conference (ESC). Nice, Mayo, 6-9, 2014. Comunicación aceptada pendiente de realización.

*Dacosta-Aguayo R, Graña M, Falcón C, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Toran Pere, Fores-Raurell Rosa, Dávalos A, Mataró M
:Metabolic Imbalance, Default Mode Network Activity and White Matter Integrity in the healthy contralesional hemisphere related to Cognitive Outcome in Stroke Patients
:The 8th Annual Canadian Neuroscience Meeting (CAN). Montreal, Mayo 24-28, 2014

*Dacosta-Aguayo R, Graña M, Savio A, Iturria-Medina Y, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Millán M, Dávalos A, Mataró M
:Cognitive/Clinical States in Stroke Patients are Associated to Different Anatomical Connectivity Patterns
:Organization for Human Brain Mapping (OHBM). Hamburg, June, 8-12, 2014

* Effect of Initial Conditioning of Reinforcement Learning Agents on Feedback Control tasks over Continuous State and Action Spaces, Borja Fernandez-Gauna, Juan Luis Osa and Manuel Graña, SOCO 2014, Salamanca, Spain
* Experiments on Trust Prediction based on reputation features, J. David Nuñez-Gonzalez and Manuel Grana, CISIS 2014 [http://www.ehu.es/ccwintco/index.php/Archivo:CISIS2014.pptx slides]

== 2013 ==

* ''Low-cost platforms used in Control Education: An educational case study. '' Eloy Irigoyen, Ekaitz Larzabal, Rafael Priego, ACE 2013, Sheffield, England, 28-30 August [http://www.ehu.es/ccwintco/uploads/8/84/Presentacion_ACE2013_Eloy_Irigoyen.pdf slides]

* ''Microcontroller Implementation of a Multi Objective Genetic Algorithm for Real-Time Intelligent Control. '' Martin Dendaluce, Juan José Valera, Vicente Gómez-Garay, Eloy Irigoyen, Ekaitz Larzabal, SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/8/85/PRESENTACION_SOCO2013_Eloy_Irigoyen.pdf slides]

* ''A domestic application of Intelligent Social Computing: the SandS project'' Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni, SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/e/e6/Pres_soco2013_Ion_Marques.pdf slides]

* ''Structural integrity of the contralesional hemisphere in chronic stroke patients: useful biomarkers of cognitive impairment'' Dacosta-Aguayo R, Graña M, Fernández-Andújar M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Tibor A, Mataró M, ICVD 2013, Athens, Greece 17-21 October

* ''Structural Damage to the Posterior Limb of Internal Capsule in stroke patients and its association with cognitive functions'' Dacosta-Aguayo R, Graña M, Tibor A, Fernández-Andújar M, Millán M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Garolera M, Hernández M, Munuera J, Dávalos A, Mataró M, FESN 2013, Berlin, Germany 12-14 September

* ''Remote thalamic microstructural abnormalities related to cognitive function in ischemic stroke patients'' Marina Fernández-Andújar, Fleur Doornink, Rosalia Dacosta-Aguayo, Júlia Miralbell, Juan José Soriano-Raya, Natalia Pérez de la Ossa, Maite Barrios, Cynthia Cáceres, Imma Clemente, Antoni Dávalos, Maria Mataró, ICVD 2013, Athens, Greece 17-21 October

* ''Changes in resting-state functional connectivity predict cognitive recovery after stroke'' Dacosta-Aguayo R, Graña M, Tibor A, Fernández-Andújar M, Millán M, López-Cancio E, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, Sesión Inter-Hospitalaria Expertos en Patología Vascular de Cataluña 2013, Mataro, Barcelona 3 May

* ''Clustering of anonymized users in an enterprise intranet social network'' Israel Rebollo-Ruiz , Manuel Graña SOCO 2013, Salamanca, 11-13 September. Advances in Intelligent Systems and Computing Volume 239, 2014, pp 229-236 [http://www.ehu.es/ccwintco/uploads/1/17/Presentacion_SOCO2013-Israel.pdf slides]
* ''Artificial Neural Network modeling of a photovoltaic module'' Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz , Manuel Graña SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/7/74/Slides_SOCO2013-LopezGuede.pdf slides]
* ''Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge'' Borja Ayerdi, Josu Maiora, Manuel Graña, HAIS 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/60/HAIS13_ayerdi.pdf slides]
* ''A discussion on trust requirements for a social network of eahoukers'' Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni, HAIS 2013, Salamanca, Spain, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/65/HAIS2013%2895%29.pptx slides_pptx] [http://www.ehu.es/ccwintco/uploads/3/3c/HAIS2013%2895%29.pdf slides_pdf]
* ''Empirical study of the sensitivity of CACLA to sub-optimal parameter setting in learning feedback controllers'' Borja Fernandez-Gauna, Igor Ansoategui, Ismael Etxeberria-Agiriano, Manuel Graña, SOCO 2013, Salamanca, Spain, 11-3 September [http://www.ehu.es/ccwintco/uploads/7/70/SOCO13_-_slides_-_Borja.pdf slides]
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'' Manuel Graña, Israel Rebollo, CASON 2013, Fargo, ND, 13 julio 2013
* ''Subconscious Social Computational Intelligence'' M. Graña, ICCC 2013, Coimbatore, India
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'', Manuel Graña, Israel Rebollo, NABIC 2013, Fargo, ND, 13 julio 2013, [[media:NABIC-israel-GS-GC-slides.pdf|slides]]
*''ELM for Retinal Vessel Classification'' Iñigo Barandiaran, Odei Maiz, Ion Marques, Jurgui Ugarte, and Manuel Grana, ELM 2013, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* ''Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines'' Borja Ayerdi, Ion Marqués, Manuel Graña, ELM 2013, Beijing, CHina.
* ''Predicting Trust From Reputation in a Social Network of Reviewers by ELM'' J. David Nuñez-Gonzalez, Manuel Graña, ELM 2013, Beijing, CHina.
* ''ELM approximations of L-MCRS dynamics for Reinforcement Learning experiments'' Jose Manuel Lopez-Guedea, Manuel Graña, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013. [[media: Chyzhyk-Slides-HAIS2013-2013-09-05.pdf|Slides]]
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

*''Whole brain resting-state analysis in patients with first ever stroke: a functional mri study with independent component analysis (ICA)'', Dacosta-Aguayo R, Fernández-Andújar M, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, INS 2012, Oslo Noruega, 27-30 june 2012

*''Lesion volume effects on spontaneous whole brain bold activity fluctuations in patients with first ever stroke'', Dacosta-Aguayo R, Fernández-Andújar M, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, ISON 2012, Valencia España, 18-19 October

*''Thalamic anisotropy indexes and cognitive function in stroke patients'', Fernández-Andújar M, Dacosta-Aguayo R, Millán M, Reverté S, Gomis M, López-Cancio, E, Pérez de la Osa N, Cáceres C, Bargalló N, Barrios M, Clemente IC, Dávalos A, Mataró M, INS 2012, Oslo Noruega, 18-19 October

*''Effects of Intracranial Pulsatility Index on cognition and white matter integrity.'', Jorge López-Olóriz, Elena López-Cancio, Juan Francisco Arenillas, Maite Barrios, Juan José Soriano-Raya, Júlia Miralbell, Rosalía Dacosta-Aguayo, Núria Bargalló, Cynthia Cáceres, Pere Torán, Maite Alzamora, Guillem Pera, Antoni Dávalos, Maria Mataró, INS 2012, Oslo Noruega, 18-19 October

*''Relationship between thalamic diffusion asymmetries and cognitive function in healthy people'', Fernández-Andújar M, Dacosta-Aguayo R, Clemente I, Gomis M, López-Cancio E, Millán M, Pérez de la Ossa, Reverté S, Cáceres C, Bargalló N, Barrios M, Dávalos A, Mataró M, SEPNECA 2012, Barcelona España, 3-6 July

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012

* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. Soft Computing Models in Industrial and Environmental Applications Advances in Intelligent Systems and Computing Volume 188, 2013, pp 495-503 [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]], ISMRM Workshop, Montabaur, Oct. 2011, [http://www.ismrm.org/workshops/Biomarkers11/]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Ponencias en congresos

2013-09-09T22:35:54Z

Jm.lopez: /* 2013 */

== 2013 ==

* ''Artificial Neural Network modeling of a photovoltaic module'' Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz , Manuel Graña SOCO 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/7/74/Slides_SOCO2013-LopezGuede.pdf slides]
* ''Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge'' Borja Ayerdi, Josu Maiora, Manuel Graña, HAIS 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/60/HAIS13_ayerdi.pdf slides]
* ''A discussion on trust requirements for a social network of eahoukers'' Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni, HAIS 2013, Salamanca, Spain, 11-13 Septiembre

* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'' Manuel Graña, Israel Rebollo, CASON 2013, Fargo, ND, 13 julio 2013
* ''Subconscious Social Computational Intelligence'' M. Graña, ICCC 2013, Coimbatore, India
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'', Manuel Graña, Israel Rebollo, NABIC 2013, Fargo, ND, 13 julio 2013, [[media:NABIC-israel-GS-GC-slides.pdf|slides]]
*''ELM for Retinal Vessel Classification'' Iñigo Barandiaran, Odei Maiz, Ion Marques, Jurgui Ugarte, and Manuel Grana, ELM 2013, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* ''Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines'' Borja Ayerdi, Ion Marqués, Manuel Graña, ELM 2013, Beijing, CHina.
* ''Predicting Trust From Reputation in a Social Network of Reviewers by ELM'' J. David Nuñez-Gonzalez, Manuel Graña, ELM 2013, Beijing, CHina.
* ''ELM approximations of L-MCRS dynamics for Reinforcement Learning experiments'' Jose Manuel Lopez-Guedea, Manuel Graña, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013.
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012
* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Archivo:Slides SOCO2013-LopezGuede.pdf

2013-09-09T22:34:31Z

Jm.lopez:

Ponencias en congresos

2013-09-09T22:32:27Z

Jm.lopez: /* 2013 */

== 2013 ==

* ''Artificial Neural Network modeling of a photovoltaic module'' Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz , Manuel Graña SOCO 2013, Salamanca, 11-13 September []
* ''Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge'' Borja Ayerdi, Josu Maiora, Manuel Graña, HAIS 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/60/HAIS13_ayerdi.pdf slides]
* ''A discussion on trust requirements for a social network of eahoukers'' Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni, HAIS 2013, Salamanca, Spain, 11-13 Septiembre

* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'' Manuel Graña, Israel Rebollo, CASON 2013, Fargo, ND, 13 julio 2013
* ''Subconscious Social Computational Intelligence'' M. Graña, ICCC 2013, Coimbatore, India
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'', Manuel Graña, Israel Rebollo, NABIC 2013, Fargo, ND, 13 julio 2013, [[media:NABIC-israel-GS-GC-slides.pdf|slides]]
*''ELM for Retinal Vessel Classification'' Iñigo Barandiaran, Odei Maiz, Ion Marques, Jurgui Ugarte, and Manuel Grana, ELM 2013, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* ''Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines'' Borja Ayerdi, Ion Marqués, Manuel Graña, ELM 2013, Beijing, CHina.
* ''Predicting Trust From Reputation in a Social Network of Reviewers by ELM'' J. David Nuñez-Gonzalez, Manuel Graña, ELM 2013, Beijing, CHina.
* ''ELM approximations of L-MCRS dynamics for Reinforcement Learning experiments'' Jose Manuel Lopez-Guedea, Manuel Graña, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013.
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012
* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Ponencias en congresos

2013-09-09T22:20:49Z

Jm.lopez: /* 2013 */

== 2013 ==

* ''Artificial Neural Network modeling of a photovoltaic module'' Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz , Manuel Graña HAIS 2013, Salamanca, 11-13 September []
* ''Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge'' Borja Ayerdi, Josu Maiora, Manuel Graña, HAIS 2013, Salamanca, 11-13 September [http://www.ehu.es/ccwintco/uploads/6/60/HAIS13_ayerdi.pdf slides]
* ''A discussion on trust requirements for a social network of eahoukers'' Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni, HAIS 2013, Salamanca, Spain, 11-13 Septiembre

* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'' Manuel Graña, Israel Rebollo, CASON 2013, Fargo, ND, 13 julio 2013
* ''Subconscious Social Computational Intelligence'' M. Graña, ICCC 2013, Coimbatore, India
* ''Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem'', Manuel Graña, Israel Rebollo, NABIC 2013, Fargo, ND, 13 julio 2013, [[media:NABIC-israel-GS-GC-slides.pdf|slides]]
*''ELM for Retinal Vessel Classification'' Iñigo Barandiaran, Odei Maiz, Ion Marques, Jurgui Ugarte, and Manuel Grana, ELM 2013, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* ''Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines'' Borja Ayerdi, Ion Marqués, Manuel Graña, ELM 2013, Beijing, CHina.
* ''Predicting Trust From Reputation in a Social Network of Reviewers by ELM'' J. David Nuñez-Gonzalez, Manuel Graña, ELM 2013, Beijing, CHina.
* ''ELM approximations of L-MCRS dynamics for Reinforcement Learning experiments'' Jose Manuel Lopez-Guedea, Manuel Graña, Beijing, CHina. [http://www.ntu.edu.sg/home/egbhuang/ELM2013/]
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013.
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012
* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Ponencias en congresos

2013-08-03T12:12:40Z

Jm.lopez: /* 2013 */

== 2013 ==
* "Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features", Darya Chyzhyk, Manuel Graña, HAIS 2013, Salamanca, Spain, 11-13 September, 2013.
*''GoCardio: A novel approach for mobility in cardiac monitoring'', Iker Mesa, Eider Sanchez, Javier Diaz, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, César Martínez, Jose Manuel Jiménez, Jose, Antonio Alarcon & Alessandro De Mauro, InMed 2013, Pireus, Greece, 18-19 julio
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', Josu Maiora, Guillermo García, Borja Ayerdi, Manuel Graña & Mariano De Blas, InMed 2013, Pireus, Greece, 18-19 julio
* Development of a System for Endovacular Planning of AAA Interventions, Ivan Macia et al., MICCAI 2013, Workshop on Computer Assisted Stenting
* On Spatial Regularization for Semisupervised Hyperspectral Image Segmentation Using Hybrid Extreme Rotation Forest, Borja Ayerdi and Manuel Graña, Whispers 2013, Gainesville, Fl, June 2013 [[media:Whispers-ayerdi-2013-slides.pdf|slides]]
* ''Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation'', J. Maiora, G. García, B. Ayerdi, M. Graña, M. De Blas, INMED 2013.
* ''A domestic application of Intelligent Social Computing: the SandS project.'', M. Graña, I. Marqués, A. Savio, B. Apolloni, SOCO 2013.
* ''A Neural Network approximation of L-MCRS dynamics for Reinforcement Learning experiments.'', Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, Fernando Oterino, IWINAC 2013, Palma de Mallorca, Spain, 10-14 June 2013
* ''Greedy sparsification WM algorithm for endmember induction in hyperspectral images.'', I. Marqués, M. Graña, IWINAC 2013
* ''Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry'', M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila, IWINAC 2013
* ''Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI'', Darya Chyzhyk and Manuel Graña, IWINAC 2013
* ''Clustering of anonymized users in an enterprise intranet social network'' I. Rebollo Ruiz and M. Grana Romay, 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO),11-13 September, Salamanca [http://soco13.usal.es]
* ''User assistance tool for a WebService ERP'' I. Rebollo Ruiz and M. Grana Romay, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),22-24 May, Salamanca [http://www.paams.net/]
* ''Social Things - The SandS instantiation'' B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose [http://www2.ing.unipi.it/iot-sos2013/]
* ''Social networks of people and things: the boundary of unconscious computing'' Manuel Graña, in Social Things, FIRE pre-FIA workshops, may 7th 2013, Dublin, [http://wiki.ict-fire.eu/index.php/FIRE_at_Future_Internet_(FI)_week_in_Dublin,_Ireland,_May_7-10_2013]
*''Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian'' M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez, A. Gonzalez-Pinto, CORES 2013 [http://cores.pwr.wroc.pl/] [[media:Presentation-CORES-2013-05-26.pdf|slides]]

* "A New Evaluation Framework and Image Dataset for Key Point Extraction and Feature Descriptor Matching" Iñigo Barandiaran, Camilo Cortes, Marcos Nieto, Manuel Graña2 and Oscar Ruiz, VISAPP 2013

* "DITEC: Experimental analysis of an image characterization method based on the trace transform" Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra and Manuel Graña, VISAPP 2013

== 2012 ==

*''Lattice Computing in Hybrid Intelligent Systems'', Manuel Graña, HIS 2012, Pune India, 4-7 december 2012 [[media:grana-presentation-HIS-Pune-2012-12-05.pdf|slides]]
* ''Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery'' Manuel Graña, Darya Chyzhyk, HIS 2012, Pune India, 4-7 december 2012 [[media:Dasha presentacion his 2012.pdf|slides]], Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, 2012. DOI: 10.1109/HIS.2012.6421391. Print ISBN: 978-1-4673-5114-0
* ''Active Learning of Hybrid Extreme Rotation Forests for CTA Image Segmentation'', Borja Ayerdi, Josu Maiora, Manuel Graña, HIS 2012, Pune India, 4-7 december 2012

* ''Relevance feedback by dissimilarity spaces for hyperspectral CBIR'' Miguel A Veganzones, Mihai Datcu, Manuel Graña, ESA-EUSC-JCR-IIM 2012 Image Information Mining Conference [http://rssportal.esa.int/tiki-index.php?page=ESA-EUSC-JRC-2012], German Aerospace Center (DLR), Oberpfaffenhofen, Germany, 24-26 October 2012
* "Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features", Darya Chyzhyk, 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012), San Sebastian, Spain. September 10-12th. 2012

* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012. [[media:Kes2012_veganzones.pdf | slides]]

* "Evolutionary ELM Wrapper Feature Selection for Alzheimer's Disease CAD on Anatomical Brain MRI", Darya Chyzhyk, Alexandre Savio, and Manuel Graña, ELM 2012, Singapore, 11-13 December 2012

*"Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images" Ramon Moreno, Francesco Corona,et al., ELM 2012[[media:Presentacion-Soja-ELM.pdf‎ | Slides]]

*"Hybrid Extreme Rotation Forest" Borja Ayerdi and Manuel Grana, ELM 2012

*"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana, ELM 2012

*"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural " Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila, ELM 2012, dec 11-13, Sinagapore. [[media:Maite-Termenon-Presentacion-ELM-2012.pdf|slides]]

*"Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring", Israel Rebollo and Manuel Graña. [http://soco.usal.es/ SOCO 2012] . OSTRAVA, CZECH REPUBLIC, September 5-7, 2012. [[media: israel_SOCO2012.pdf|Slides]]

* Fast Segmentation of Abdominal Aortic Aneurysms for Endovascular Repair Planning and Follow-up, AUTHORS: Ivan Macia, Maria Arenas, Jon Haitz Legarreta, Isabelle Robin, Manuel Graña and Sabarinath Rajasekharan, MICCAI-STENT'12
* Extreme Learning Machine for Dimensionality Reduction and Classiﬁcation on Hyperspectral Images. Ramón Moreno, Manuel Graña and Alicia D’Anjou. Proceedings of the 7th International Conference on Neural Networks and Artificial Intelligence, ICNNAI'2012, 2012, 231-234
* Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates. Ramón Moreno and Alicia d'Anjou. Frontiers in Artificial Intelligence and Applications Volume 243, 2012 pp.2114 -2121 Advances in Knowledge-Based and Intelligent Information and Engineering Systems Edited by Manuel Graña et al. KES'12
* "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]. Ion Marqués, Manuel Graña. HAIS 2012: Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: imarques-HAIS2012.pdf|Slides]]
* "A Hybrid Segmentation of Abdominal CT Images" Josu Maiora, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_Josu.pdf | slides]]
* "A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]. Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
* "An empirical comparison of some approximate methods for Graph Coloring", Israel Rebollo and Manuel Graña, [http://http://hais.usal.es HAIS2012]. Salamanca, Spain. March 28-30, 2012.[[Media:israel_hais_slides.pdf|slides]]
* "Abdominal CTA Image Analisys Through Active Learning and Decision Random Forests: Aplication to AAA Segmentation", Josu Maiora and Manuel Graña, IJCNN 2012, Brisbane, Australia
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. [[Media:HAIS2012_-_veganzones.pdf | slides]]
* "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging". M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012. (Accepted)
*''A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. HAIS 2012 , Hybrid Artificial Intelligent Systems Lecture Notes in Computer Science, 2012, Volume 7209/2012, 404-415, DOI: 10.1007/978-3-642-28931-6_39 Slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/HAIS12%20presentacion%20Ramon.pdf Slides]
* ''ABOUT GRADIENT OPERATORS ON HYPERSPECTRAL IMAGES'' [[Ramón Moreno Jiménez | Ramón Moreno]], Manuel Graña. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 433-437 DOI: 10.5220/0003863904330437 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/ICPRAM-Presentacion-Ramon.pdf Slides]
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org/PRARSHIA.asp Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012. [[Media:icpram2012 - veganzones - slides.pdf | slides]]

== 2011 ==
* ''On Current Biomarkers for Alzheimer's Disease detected by Machine Learning techniques'' A. Savio, A. Bourisly, M. Graña [[media:Alexsavio_manuel_ismrm_final.pdf | PDF version]] [[media:Alexsavio_prezi_ismrm.zip | Prezi version]]
* ''Towards Relevant Dendritic Computing'' Manuel Graña, Ana I. Gonzalez-Acuña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:Nabic-2011-grana-ana.pdf|slides]]
* ''Further results of Gravitational Swarm Intelligence for Graph Coloring'' I. Rebollo, M. Graña, NaBIC 2011 [http://nabic.ujn.edu.cn/nabic11/ NaBIC2011], [[media:presentacion_NaBIC2011.pdf | Slides]].
* ''Classification of patients after Endovascular Repair based on image registration quality measures'' Josu Maiora, Gillermo García, Manuel Graña, Mariano De Blas, Javier Sanchez. MICCAI-CVII 2011, Toronto, Canada, 18-22 Sept 2011 [http://vpa.sabanciuniv.edu/sites/cvii2011/] [http://www.miccai2011.org/][[media:Presentacion_MICCAI11_Josu.pdf | Slides]].
*''Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines '' Ion Marqués, Manuel Graña, [http://www.extreme-learning-machines.org/ELM2011 ELM'2011], Hangzhou, China [[media:presentation-ELM2012.pdf|slides]]
*''Fuzzy Watershed for Image Segmentation ''Ramón Moreno, Manuel Graña, [http://cbrn-cbic2011.org/ CBIC'2011]
*''Gravitational Swarm approach for Graph Coloring'' I. Rebollo, M. Graña, NICSO 2011 [http://www.nicso2011.org/ NICSO2011][[media:presentacion_NICSO2011.pdf | Slides]].
* ''On the validation of a Spectral-Spatial CBIR system for hyperspectrtal images'' Miguel Angel Veganzones, Manuel Graña, WHISPERS 2011, Lisbon, June 7th. [[media:whispers2011-veganzones.pdf|slides]]
* ''Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots'' Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' Alzheimer Disease Classification on Diffusion Weighted Imaging features ''. Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña. 4th. International Work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. Jose Mira student best paper award in Bioinspired Application. [[media: TermenonPresentacionIWINAC.pdf| slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media: Chyzhyk-IWINAC2011-Presentacion.pdf| slides]]
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* ''Experiments on Lattice Independent Components Analisys for Face Recognition.'' Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.[[media:Ion-presentationPoster-IWINAC11.pdf|slides]]
* ''A novel data compression technique for remote sensing data mining.'' Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* ''Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.'' Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* ''Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data''. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* ''Further results on Alzheimer Disease Detection on structural MRI features.'' Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* ''Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI.'' Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* ''Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach'' Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* ''Image Segmentation by Spherical Coordinates'' Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* ''A Hybrid Color Distance for Image Segmentation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* ''A geometrical method of diffuse and specular image components separation'' Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]][[media:PosterIwann2011.pdf | Poster]]
* ''Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. [http://www.iwinac.uned.es/current/ IWINAC 2011], La Palma, Canary Islands, Spain. 30 May - 3 June, 2011. [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* ''Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems'' Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* ''Empirical Study of Q-Learning Based Elemental Hose Transport Control'' Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* ''Deformation based features for Alzheimer's disease detection with linear SVM.'' Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* ''A hybrid system for survival analysis after EVAR treatment of AAA'' Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzhyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Proyectos

2012-11-06T22:36:03Z

Jm.lopez: /* 2011 */

==2012==

=== SandS ===

Projecto europeo liderado por Bruno Apolloni, Universidad de Milan

Duracion: 30 meses

comienzo: noviembre 2012

[http://shannon.laren.dsi.unimi.it/drupal7/ website]

==2011==

=== PIE Proyecto de Innovación Educativa ===

* Título: Aprendizaje cooperativo intra e intergrupal en el área de informática industrial
* Duración: 2011-2013
* Coordinador: Jose Manuel Lopez-Guede
* Participantes: Borja Fernandez-Gauna, Manuel Graña, Fernando Oterino, Jesus Maria Larrañaga

=== MICINN Imagenes Medicas ===

*Investigador Principal: MAnuel Graña
* Participantes: GIC de la UPV/EHU
* Financiacion:
* duración: 2011-2013

* [[MICINN-IMAGENES_MEDICAS-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===MICINN IMagenes Hiperespectrales===
* Investigador Principal: Alicia d'Anjou
* Participantes: Universidad de A Coruña, GIC de la UPV/EHU
* Financiación para el GIC
* duracion: 2011-2013

* [[MICINN-IMAGENES_HIPERESPECTRALES-reuniciones-de-seguimiento|reuniones de seguimiento]]
* pagina en el groupware

===SAiotek===

===Intek ===

:DISTANCE DISEÑO DE STENTS PARA EL TRATAMIENTO DE ANEURISMAS DE AORTA CON EXCLUSIÓN
:Lider: e-Medica SL
:Participan: Vicomtech-IK4, Grupo de INteligencia Computacional, Biodonostia, Teccon SL, Hospital DOnostia
:Duracion: octubre 2011- diciembre 2013
: groupware [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/89/DISTANCE_memoria_tecnica_GAITEK2011_FINAL.pdf]

==2010==

===Saoitek ===
* Investigador principal: Ana Gonzalez-Pinto
* Participantes: Hospital Santiago (Vitoria-Gasteiz) (Bioef), GIC del dept. CCIA de la UPV/EHU
* financiación para el GIC: 10000 euros
* duracion: años 2010-2011

=== SAIOTEK 2010 ===
* Investigador Principal: Eloy Irigoyen Gordo
* Año Solicitud: 2.010 Fecha entrada: 21/01/11
* Título: Implementación/Integración de técnicas de Control Inteligente sobre plataformas (PACs) en Tiempo Real (ATICTA-2)
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses
* Fecha inicio: 01/01/10 Fecha fin: 31/12/11
* Financiación : 56.723,32 €

==2009==

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Manuel Graña Romay
* código: UE09+/26
* Título: Módulo de analisis de estructuras vasculares asistidos por imagenes
* entidad colaboradora: Vicomtech
* subvención concedida: 39900
* aportación entidades: 2100
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Proyecto Universidad Empresa UE09+ ===
* Investigador Principal: Hernandez Gomez, Carmen
* código: UE09+/33
* Título: Plataforma de aprendizaje automático para la validación de pruebas psicométricas en neurociencias
* entidad colaboradora: Neuroscience support systems, Nesplora S.L.
* subvención concedida: 35150
* aportación entidades: 1850
* duración: 2009 a 31-12-2010
* Concedido por el departamento de Industria, Comercio y Turismo del Gobierno Vasco

=== Contrato INTEK Berri 2009 ===

* Investigador Principal: Manuel Graña
* Acronimo MIRESPENA
* Título: Desarrollo de un video juego para el desarrollo de la autoestima en niños
* Contrato realizado a través de la OTRI en el marco de un proyecto Innotek concedido a la empresa Nesplora por el departamento de Industria del Gobierno Vasco
* Duración : 2009-2011
* Importe del contrato:
** en 2009 : 17384
** en 2010: 17384
** en 2011: 5248

===Proyecto Saiotek 2009-2010===

* Investigador Principal: Manuel Graña
* Acronimo SOFLIMRI
*Titulo: Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas
*Importe de la subvención: 32000 euros
*Duracion: 2009-2010
* [[media:Memoria-adicional-SOFLIMRI.pdf|memoria adicional final]]

===Acción complementaria MICINN===

* Nombre del Investigador Principal (Apellidos, Nombre): DAPENA JANEIRO, ADRIANA
* Título de la Acción Complementaria: RED TEMÁTICA EN CODIFICACIÓN Y TRANSMISIÓN DE CONTENIDOS MULTIMEDIA (RTCTCM)
* Organismo: UNIVERSIDADE DA CORUÑA
* Área Temática de Gestión:TECNOLOGÍAS INFORMÁTICAS (TIN), DE SERVICIOS PARA LA SOCIEDAD DE LA INFORMACIÓN (TIS) Y e-CIENCIA (ECI).
* Importe subvención: 10000 euros
* Duración: octubre 2009 a septiembre 2010
* pagina web de la red [http://gtec.des.udc.es/rtctcm/]

===Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal===

* Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
* Investigador principal: Prof. Domingos Manuel Mendes Lopes.
* Duración: 2006 – 2010.
* Investigadores del GIC partipantes en el proyecto: Manuel Graña, Carmen Hernandez

==2008==

=== Asesoramiento proyecto empresarial SJER ===

* Investigador principal: Blanca Rosa Cases Gutierrez
* Título: Software Jurídico de Estructura Relacional
* Duración: 2009
* Empresa: proyecto empresarial SJER desarrollado por Urko Múgica Zuloaga en colaboración con la UPV/EHU a través de Bic Berrilan
* Importe: 10000euros

===Acción complementaria financiada por el MEC===

* Referencia: TSI2007-30447-E/ [https://gici.uab.es/wiki_red_tematica/ Acceso a la wiki del proyecto]
* Investigador Principal: Joan Serrá Sagrista
* Organismo: Universidad Autónoma de Barcelona
* Centro: Escuela Técnica Superior de Ingeniería - ETSE
* Título: Red temática en codificación y transmisión de contenidos multimedia
* Modalidad: B
* Duración: 1 año, 6 de marzo de 2008 hasta 5 de marzo de 2009
* Propuesta de financiación total por conceptos (Euros)
** Costes directos: 6.000
** Puntuación de la acción complementaria: 80
** Puntuación de corte en su programa/subprograma: 60

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 19/02/09
* Título: Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)
* Investigador principal: Carmen Hernandez Gomez
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
* Duración (meses): 24 Meses
* Fecha inicio: 01/01/08 Fecha fin: 31/12/09
* Financiación : 30.000 (aprox)

===SAIOTEK 2008===

* Año Solicitud: 2.008 Fecha entrada: 03/04/09
* Título: Aplicación de Técnicas Inteligentes en Controles Tecnológicos Avanzados (ATICTA)
* Investigador principal: Eloy Irigoyen Gordo
* Entidades: Dpto. Ingeniería de Sistemas y Automática (UPV/EHU)
* Duración (meses): 24 meses + 6 meses (prórrogado)
* Fecha inicio: 01/01/08 Fecha fin: 30/06/10
* Financiación : 55.738,17 €

== 2007 ==

===PROYECTOS CIENTIFICO-TECNOLOGICOS SINGULARES Y DE CARACTER ESTRATEGICO===

* Entidad Beneficiaria: MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE MARIA ARIZMENDIARRIETA S. COOP.
* Título: MICROMANUFACTURING; DESARROLLO DE TECNOLOGÍAS DE MICROFABRICACIÓN INNOVADORAS PARA LA GENERACIÓN DE NUEVOS NEGOCIOS Y EL INCREMENTO DE LA COMPETITIVIDAD DE LA INDUSTRIA ESPAÑOLA EN MERCADOS INCIPIENTES
* Importe: 1.403.059,00 + 88.417,00
* Duración: 1-1-2007 al 31-12-2007
* Miembro del grupo de inteligencia computacional que participa en el proyecto: Ekaitz Zulueta
* Cuantía dispuesta por el grupo: 5.2800

=== Acción complementaria MEC congreso IWANN 2007 ===

* REFERENCIA: TIN2006-28207-E/
* INVESTIGADOR PRINCIPAL: MANUEL GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: FACULTAD DE INFORMATICA
* TITULO: IWANN 2007
* MODALIDAD: A
* DURACIÓN: 1 AÑO/S
* COSTES DIRECTOS 4.000 euros
* Puntuación del proyecto 70
* Puntuación de corte en su programa/subprograma 57
* [[media:TIN2006-28207-E-CARTA-CONTESTACION-FINAL.pdf|contestación final]]

===Convocatoria INTEK BERRI – GAITEK – Gobierno Vasco===

*Título: SERENA: Sistema de Evaluación del Riesgo de Ruptura de Endoprótesis en Aneurismas de Aorta
*Lista de participantes: eMedica, S.L. (Líder), Bilbomática, S.A., Servicio de Angiología y Cirugía Vascular y Servicio de Radiología Intervencionista del Hospital Donostia, Asociación Vicomtech, Departamento de Ingeniería de Sistemas y Automática de la Escuela Universitaria Politécnica de Donostia-San Sebastián (UPV-EHU)
*CÓDIGO IG-2007/0000445
* Organismo Financiador Gobierno Vasco
* Investigador/a Principa (UPV/EHU)l: Arantxa Tapia
* Importe de la Subvención 52.700€
* Duración: años 2007-2009 (3 años)
* Investigadores del GIC involucrados: Josu Maiora (UPV/EHU), Ivan Macia (Vicomtech)

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF145/2007'''
* Investigadora principal: Maite García-Sebastián
* Equipo de investigación: Carmen Hernández, Josune Gallego
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Detección preclínica del Alzheimer mediante Neuroimagen.
* Duración: 1 año
* Importe subvencionable: 20.000 euros
* Subvención correspondiente: 20.000 euros

===Programa "Saiotek 2007-2008" Eusko Jaurlaritza/Gobierno Vasco===

* Departamento/Organismo Autónomo: Industria, Comercio y Turismo.
* Órgano gestor: Dirección de Tecnología.
* Objeto: La financiación de los planes de actuación que presentan los agentes cientifico-tecnológicos para los ejercicios 2007-2008.
* Referencia: '''S-PR07UN02'''
* Investigadora principal: Maite García-Sebastián
* Equipo investigador: Josune Gallego, Carmen Hernández, Elsa Fenández, Manuel Graña, Jose Luis Jimenez, Fernando Ferreres, Ana Isabel Gonzalez, Jorge Villanúa (Osatek)
* Departamento: Ciencias de la Computación e Inteligencia Artificial
* Título: Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer
* Memoria, informes internos, resultados, publicaciones derivadas, justificación [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=108&query=saiotek], [http://www.ehu.es/ccwintco/index.php/Usuario:Maitelasarte#Links_de_inter.C3.A9s]
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Subvención total para el año 2007= 2453,57 euros
* Subvención total para el año 2008= 17.117,06 euros

=== Grupo de Investigación Universitario ===

* El Gobierno Vasco ha evaluado como grupo universitario de excelencia al grupo de Inteligencia Computacional dotandolo de finaciación a seis años. [[Media:Resolucion grupos investigacion 2007 c.pdf | Resolución del Gobierno Vasco]]

===Programa Ingenio del CDTI ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Buque Autónomo Inteligente Polivalente para la Pesca 2020
* Entidad financiadora: Centro para el Desarrollo Tecnológico Industrial (CDTI), Programa Ingenio 2010
* Fecha inicio: 01/01/07 Fecha Fin: 31/12/10
* Investigador responsable: VICENTE GOMEZ GARAY
* INVESTIGADOR del grupo que particpa en el proyecto: Eloy Irigoyen
* Nº Investigadores: 9
* Importe de la Subvención: 290.000,00 Euros

=== Diputación de Alava ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Diseño y desarrollo de una Verificadora de Naipes para la inspección y control de las cartas de barajas utilizadas en Casinos - PFA07/05
* Entidad financiadora: DIPUTACIÓN FORAL DE ÁLAVA (Dpto. de Educación, Universidades e Investigación) y UPV/EHU
* Fecha inicio: 01/01/08
* Fecha Fin: 31/12/08
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 24.000,00 Euros

=== Diputación de Bizkaia ===

* Año de la Convocatoria: 2.007
* Título del proyecto: Desarrollo de Estrategias Inteligentes para su implantación en Controles Tecnológicos Avanzados – DIPE07/07
* Entidad financiadora: DIPUTACIÓN FORAL DE BIZKAIA Y UPV/EHU (DIPE-BEAZ)
* Investigador responsable: ELOY IRIGOYEN GORDO
* Nº Investigadores: 3
* Importe de la Subvención: 18.000,00 Euros

== 2006 ==

=== MEC DPI2006-15346-C03-03/ MacRobs ===

* [http://totana.dia.fi.upm.es wiki de la UPM]
* [http://www.gii.udc.es/mcrobs página del proyecto coordinado global]
* [[DPI2006-15346-C03-03-Brain-Storming | Página de Brain Storming]]
* [[DPI2006-15346-C03-03-Resultados | resultados del proyecto]]
* [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=212 articulo de diario de trabajo]
* REFERENCIA: DPI2006-15346-C03-03/
* INVESTIGADOR PRINCIPAL: MANUEL MARIA GRAÑA ROMAY
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: DPTO. CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL
* TITULO: PERCEPCION ARTIFICIAL Y CONTROL DE CAOS PARA ROBOTICA MODULAR EN ENTORNOS DINAMI...
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
** PERSONAL (1) 30.000
** COSTES DE EJECUCIÓN 90.000
* Puntuación del proyecto 56
* Puntuación de corte en su programa/subprograma 53

=== MEC desarrollo y validación de sistemas de interacción inteligentes ===

* REFERENCIA: TSI2006-14250-C02-01/
* INVESTIGADOR PRINCIPAL: KARMELE LOPEZ DE IPIÑA IPIÑA
* ORGANISMO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* CENTRO: UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA
* TITULO: DESARROLLO Y VALIDACION DE SISTEMAS DE INTERACCION INTELIGENTES ROBUSTOS ORIENTA... [http://gtts.ehu.es/TWiki/bin/view/Main/LaguntxoProject]
* EJE APROBACIÓN: B
* DURACIÓN: 3 AÑO/S
* PROPUESTA DE FINANCIACIÓN TOTAL POR CONCEPTOS (Euros)
* PERSONAL (1) 6.000
* COSTES DE EJECUCIÓN 61.000
* Nº DE BECAS PROPUESTAS PARA ASIGNACIÓN AL PROYECTO 0
* Nº DE TÉCNICOS PROPUESTOS PARA ASIGNACIÓN AL PROYECTO 0
* Puntuación del proyecto 68
* Puntuación de corte en su programa/subprograma 59

=== UPV/EHU ===

* Año de la Convocatoria: 2.006
* Título del proyecto: INTEGRACIÓN DE NUEVAS TÉCNICAS COMPUTACIONALES EN SISTEMAS DE CONTROL INTELIGENTES – EHU06/61
* Entidad financiadora: UPV / EHU
* Fecha inicio: 01/12/06
* Fecha Fin: 30/11/08
* Investigador responsable: VICENTE GOMEZ GARAY
* Nº Investigadores: 4
* Importe de la Subvención: 22.500,00 Euros

===Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa===

* Entidad: Departamento para la Innovación y Sociedad del Conocimiento.
* Referencia: '''OF0107/2006'''
* Investigadora principal: Elsa Fernández Gómez de Segura
* Organismo: Universidad del País Vasco
* Centro: Facultad de Informática de San Sebastián
* Título: Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de imagen de Resonancia Magnética.
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
* Duración: 2 años
* Importe subvencionable: 36.000 euros
* Subvención correspondiente: 36.000 euros

Capítulos de Libro

2012-06-01T22:53:30Z

Jm.lopez: /* 2012 */

==2012==
; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Ramon Moreno, Manuel Graña
: "Visual Detection in Linked Multi-Component Robotic Systems"
: Published in: "Robotic Vision: Technologies for Machine Learning and Vision Applications"
: Eds: Miguel Cazorla and Jose Garcia. IGI Global.
: ISBN:

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging" [http://www.springerlink.com/content/k54353335gx22208/]
: Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAISTermenon2012_Presentacion.pdf|Slides]]
: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 448-454, 2012. LNCS 7209
: ISBN: 978-3-642-28930-9

; Ion Marqués and Manuel Graña
: "Image Security and Biometrics: A Review" [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi] [[media:Hais survey 03-11-2011.pdf|draft]]
: Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012.[[media: imarques-HAIS2012.pdf|Slides]]
: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 436-447, 2012. LNCS 7209
: ISBN: 978-3-642-28930-9

; Miguel A. Veganzones and Manuel Graña
: "Hybrid computational methods for hyperspectral image analysis."
: [http://www.springer.com/computer/ai/book/978-3-642-28930-9 HAIS 2012, Part II, LNCS 7209], pp. 424-435. 2012.

; Israel Rebollo, Manuel Graña
: "An empirical comparison of some approximate methods for Graph Coloring" [[media: hais_israel.pdf|draft]]
: Hybrid Artificial Intelligent Systems (HAIS 2012), Salamanca, Spain. March 28-30, 2012.
: Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I, pp. 600-609, 2012. LNCS 7208
: DOI: 10.1007/978-3-642-28942-2_54

; Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña
: A Novel Lattice Associative Memory Based on Dendritic Computing" [[media: HAIS12-SS11-2169.pdf|draft]]
: Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. [[media: HAIS2012-Chyzhyk-2012-03-28.pdf|Slides]]
: Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 491-502, 2012. LNCS 7209
: ISBN: 978-3-642-28930-9

; Miguel A. Veganzones, Mihai Datcu, Manuel Graña
: [[Media:ICPRAM_2012_-_veganzones.pdf | Dictionary based hyperspectral image retrieval]]
: Proceedings of the [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods], pages 426-432. 2012.
: DOI: 10.5220/0003861904260432
: Copyright SciTePress

==2011==

; Darya Chyzhyk, Ann K. Shinn, and Manuel Graña
: Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]]
: 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
: Published in: IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II, pp.104-111,
: ISBN: 978-3-642-21325-0

; Israel Rebollo and Manuel Graña.
: "Further results of Gravitational Swarm Intelligence for Graph Coloring" [[media: nabic_israel.pdf|draft]]
: Nature and Biologically Inspired Computing (NaBIC), 2011, Salamanca, Spain. 19-21 Oct. 2011
: DOI: Digital Object Identifier: 10.1109/NaBIC.2011.6089456
: Pages: 183-188
: ISBN 978-1-4577-1122-0

; Israel Rebollo and Manuel Graña.
: "Gravitational Swarm Approach for Graph Coloring"[[media: nicso_israel.pdf|draft]]
: Proceedings of the [http://www.nicso2011.org/ NICSO 2011], Cluj-Napoca, Romania. Oct 20-22, 2011.
: Studies in Computational Intelligence, 2011, Volume 387, 159-168, DOI: 10.1007/978-3-642-24094-2
: D.A. Pelta, N. Krasnogor, D. Dumitrescu, Camelia Chira and R. Lung (eds)
: Publisher: Springer-Verlag Berlin / Heidelberg
: ISBN 978-3-642-24093-5

; Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña.
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6687/2011, 120-127, DOI: 10.1007/978-3-642-21326-7_14
: José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)
: ISBN 978-3-642-21325-0

; Ion Marqués, Manuel Graña.
: [[Media:iwinac2011_ion.pdf | "Experiments on Lattice Independent Component Analysis for Face Recognition."]]
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6678, pp.286-294, DOI: [http://dx.doi.org/10.1007/978-3-642-21326-7_31 10.1007/978-3-642-21326-7].
: J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)
: ISBN 978-3-642-21325-0

; Miguel A. Veganzones, Manuel Graña.
: [[Media:Whispers2011_veganzones.pdf | "On the validation of a spectral/spatial CBIR system for hyperspectral images."]]
: Proceedings of the [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. 2011.

; Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu.
: [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. Soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 101-104
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. Soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 93-96
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data"]]
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

; Darya Chyzhyk, Manuel Graña
: Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
: Conference on Soft Computing Models in Industrial and Environmental Applications ([http://soco.usal.es/ SOCO 2011]), Salamanca, Spain. 6-8th April, 2011.
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

; Maite Termenon, Manuel Graña
: Further results on Alzheimer Disease Detection on structural MRI features
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 515-522, DOI: 10.1007/978-3-642-19644-7_54
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

;Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña
:"Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

;Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani
:"Image Segmentation by Spherical Coordinates" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A Hybrid Color Distance for Image Segmentation".Part II, Hybrid Artificial Intelligence Systems LNAI 6679, pp. 447–454, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] ISBN:978-3-642-21218-5

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
: "Empirical Study of Q-Learning Based Elemental Hose Transport Control".
: Proceedings of the [http://hais.pwr.wroc.pl/ HAIS'11], Part II
: Lecture Notes in Computer Science, 2011, Volume 6679/2011, 455-462, DOI: 10.1007/978-3-642-21222-2
: Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21218-5

;Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A geometrical method of diffuse and specular image components separation". Advances in Computational Intelligence,Lecture Notes in Computer Science, 2011, Volume 6692/2011, 83-89, Eds:J.Cabestani, I.Rojas and G.Goya. DOI: 10.1007/978-3-642-21498-1_11 ISBN:978-3-642-21497-4

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
: "Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems"
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6686/2011, 148-155, DOI: 10.1007/978-3-642-21344-1_16
: Editors: José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21343-4

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
: "Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems"
: Proceedings of the [http://hais.pwr.wroc.pl/ HAIS'11], Part II
: Lecture Notes in Computer Science, 2011, Volume 6679/2011, 463-470, DOI: 10.1007/978-3-642-21222-2_56
: Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21218-5

==2010==

;Moujahid, A.; d'Anjou, A.; Torrealdea, F.J.; Torrealdea, F.
:Energetic considerations on the dynamics of Hodgkin-Huxley neurons
:On page(s): 3156 - 3163
:Location: Yantai, Shandong
:ISBN: 978-1-4244-5958-2
:INSPEC Accession Number: 11554266

; Ion Marques, Manuel Graña
: Face processing for security: a short review
: A. Herrero, E. Corchado, C. Redondo, A. Alonso (eds) Computational Intelligence in Security for Information Systems 2010, Adv. Int. and Soft Computing, vol. 85, Springer Verlag, 2010
: pp. 89-96
: ISBN 978-3-642-16625-9

; Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña
: Multi-Robot Systems Control Implementation
: Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.
: ISBN 978-953-307-104-6

; C. Hernandez, . Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes
: Biomass estimation: a case study in a forest area of northern Portugal
: D. Lopes et al. (eds) Mixed and pure forest in a changing world,
: Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

;Darya Chyzhyk, Maite Termenon, and Alexandre Savio
:A Comparison of VBM results by SPM, ICA and LICA.
:Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
: ISBN 978-3-642-13802-7

;Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta
:''Lattice Independent Component Analysis for mobile robot localization''
:In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). [http://dx.doi.org/10.1007/978-3-642-13803-4_42 DOI]

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN-13 978-3-642-15383-9
: [[media:Kes-2010-i-macia.pdf|slides]]

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Miguel A. Veganzones, Carmen Hernández
:[[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta
: Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect
: Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79
: ISBN 978-3-642-13768-6 : DOI: 10.1007/978-3-642-13769-3_9

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics, [http://www.youtube.com/watch?v=PKN-n9XuU3k]
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]] [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf | slides]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==

;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

;José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña
:[[Media:Jic07-maldonado.pdf | "Spectral indexing for Hyperspectral image CBIR"]]
:ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

==2005==

;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Revistas

2012-05-24T22:41:36Z

Jm.lopez: /* 2012 */

[[media:Revistas-GIC-1984-2009.bib.zip|bib de revistas hasta 2009]]
==submitidos sin decision==

;M. Termenon, M. Graña, A. Besga, J. Echeveste, A. Gonzalez-Pinto
:Lattice Independent Component Analysis feature selection on Diﬀusion Weighted Imaging for Alzheimer’s Disease Classiﬁcation
: Neurocomputing

;R. Moreno , D. M. Ramik , M. Graña , and K. Madani
:Image Segmentation on the Spherical Coordinate Representation of the RGB Color Space
:IET Image Processing [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/IET-IP%202ndSubmision-2011-07-08definitivo.zip]
: jCR (2010) 0.862

;Josu Maiora; Borja Ayerdi; Manuel Graña,
:Random Forest Active Learning for Computed Tomography Angiography Image Segmentation
: Neurocomputing

;Borja Fernandez-Gauna, Manuel Graña
:A Round-Robin Distributed Q-Learning for Over-constrained Multi-Agent Systems
: JAAMAS

;Diego Acosta · John Congote · Iñigo Barandiaran · Oscar Ruiz · Alejandro Hoyos · Manuel Graña
:Tuning of Adaptive Weight Depth Map Generation Algorithms Exploratory Data Analysis and Design of Computer Experiments (DOCE)
:JMIV

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Modular Q-Learning with State-Action Vetoes for Linked Multi-component Robotic Systems
: AMCS

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Transfer Learning with Partially Constrained Models: application to reinforcement learning of linked multicomponent robot system control
: RAS

== 2012 ==

; A. Besga, M. Termenon, m. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: Brain Diffusion Tensor Imaging features allow discrimination between Alzheimer Disease and Bipolar Disorder for Computer Aided Diagnostic systems.
: Neuroscience Letters (in press)

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion (accepted)
: JCR (2010) 1.621

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (in press)
: JCR (2010) 1.442

;Manuel Graña, Miguel A. Veganzones
: [http://www.sciencedirect.com/science/article/pii/S0031320312001483 An Endmember-based distance for content based hyperspectral image retrieval]
: Pattern Recognition [http://dx.doi.org/10.1016/j.patcog.2012.03.015 doi]
: JCR (2010) 2.607

;Ion Marques, Manuel Graña
:Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines
: Soft Computing, 2012, [http://dx.doi.org/10.1007/s00500-012-0826-4 DOI]
: JCR (2010) 1.512

; Israel Rebollo, Manuel Graña, Blanca Cases
:On the eﬀect of spatial percolation on the convergence of Graph Coloring Boid Swarm
: Int. Journal on Artificial Intelligence Tools (accepted) [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/87/IJAIT-convergence-percolation-boids-2010-12-26-submitted.zip]
: JCR (2010) 0.330

; Jbabdi S, Sotiropoulos SN, Savio AM, Graña M, Behrens TE
: Model-based analysis of multi-shell diffusion MR data for tractography: How to get over fitting problems
: Magnetic Resonance in Medicine [In Press]
: ISSN 0740-3194
: JCR (2010): 3.268

;Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
: Improving the control of single robot hose transport
: Cybernetics and Systems: An International Journal, 2012, 43:4, 261-275
: JCR (2010) 0.662

;Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
:Hybrid Dendritic Computing with Kernel-LICA applied to Alzheimer’s Disease detection in MRI. [[media: Chyzhyk-Grana_Neurocomputing_2012.pdf|PDF]]
: Neurocomputing, 2012, Volumen 75, issue 1, pp. 72-77
: [http://dx.doi.org/10.1016/j.neucom.2011.02.024 DOI]
: ISSN 0925-2312
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440 (2010) 1.429

; Emilio Corchado, Manuel Graña, Michal Wozniak
: Neurocomputing January 2012, Volume 75, Issue 1, pp. 61-63
: editorial New trends and applications on hybrid artificial intelligence systems [http://www.sciencedirect.com/science/article/pii/S0925231211004206]
: JCR (2010) 1.429

;Miguel A. Veganzones and Manuel Graña
:[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6169956&contentType=Early+Access+Articles&searchField%3DSearch_All%26queryText%3DA+spectral%2Fspatial+CBIR+system+for+hyperspectral+images..QT.+Miguel+A.+Veganzones "A spectral/spatial CBIR system for hyperspectral images."]
: IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (in press)
: JCR (2010) 1.140

;Manuel Graña and Miguel A. Veganzones
:[http://asp.eurasipjournals.com/content/2012/1/64/abstract "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms."]
: EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (marzo 13, 2012): 64.
:JCR (2010) 1.012

;Maite Termenon, Manuel Graña
:A two stage sequential ensemble applied to the classification of Alzheimer's Disease based on MRI features [http://www.springerlink.com/content/x74212k073375777/]
: Neural Processing Letters (2012) 35(1): 1-12
: JCR (2010) 1.088

;Ivan Macia, Manuel Graña; Celine Paloc,
: Knowledge Management in Image-based Analysis of Blood Vessel Structures
:Knowledge and Information Systems 30(2) (2012):457-491 [http://www.springerlink.com/content/l747p10765858h1j/]
: JCR Impact factor (2009) 2.211 (2010) 2.000

;Andoni Beristain, Manuel Graña, Ana I. Gonzalez
:A Pruning Algorithm for Stable Voronoi Skeletons
: Journal of Mathematical Imaging and Vision (2012) 42:225–237
: JCR (2009) 1.437 (2010) 1.244

;Z. Echegoyen, J.M. Lopez-Guede, B. Fernandez-Gauna and M. Graña
: Visual Servoing of Legged Robots
: Journal of Mathematical Imaging and Vision 42(2) (2012): 196-211 [http://www.springerlink.com/content/c4x1r11188l31083/ doi]
: JCR (2009) 1.437 (2010) 1.244

;Peter Sussner, Estevão L.Esmi, Ivan Villaverde, Manuel Graña
:The Kosko Subsethood FAM: Mathematical Background, Properties, and Some Experimental Results in Computer Vision
: Journal of Mathematical Imaging and Vision (2012) 42:134–149
: JCR (2009) 1.437 (2010) 1.244

;Manuel Graña, Emilio Corchado, Michal Wozniak
:Special Issue on Hybrid Artificial Intelligent Systems
: Journal of Mathematical Imaging and Vision: Volume 42, Issue 2 (2012), Page 101-102 [http://www.springerlink.com/content/457024354t87u21u/ doi]
: JCR (2009) 1.437 (2010) 1.244

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011).
:Experiments for the selection of sub-word units in the Basque context for semantic tasks,
:International Journal of Speech Technology, Springer. In Press.

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011)
:Semantic Speech Recognition in the Basque context Part I: Cross-lingual approaches,
:International Journal of Speech Technology, Springer. In Press.

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011).
:Semantic Speech Recognition in the Basque context Part II: Language Identification for under-resourced languages,
:International Journal of Speech Technology, Springer. In Press.

;Juan José Valera García Vicente Gómez Garay, Eloy Irigoyen Gordo, Fernando Artaza Fano, Mikel Larrea Sukia
:Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the ‘on-line’ optimization of highly complex control problems
:Expert Systems with Applications, Volume 39, Issue 7, 1 June 2012, Pages 6527–6540
: JCR (2010) 1.924

;Carlos Toro, Eider Sanchez, Eduardo Carrasco, Leonardo Mancilla-Amaya, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro
:USING SET OF EXPERIENCE KNOWLEDGE STRUCTURE TO EXTEND A RULE SET OF CLINICAL DECISION SUPPORT SYSTEM FOR ALZHEIMER'S DISEASE DIAGNOSIS [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/465/ToroSanchez2012.pdf]
:Cybernetics and Systems: An International Journal, 2012. Volume 43, Issue 2, pp 81-95 [http://www.tandfonline.com/doi/abs/10.1080/01969722.2012.654070 doi]
:JCR (2010) 0.662

;Blanca Cases, Israel Rebollo, Manuel Graña
:A Spatial-social-logical model explaining human behavior in emergency situations
: Logic Journal of the IGPL (in press)
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

;Josune Gallego, Carmen Hernandez, Manuel Graña
:A Morphological Cellular Automata based on Morphological Independence
: Logic Journal of the IGPL 20(3):617-624
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

; Manuel Graña, Emilio Corchado, Michal Wozniak
:Special issue: HAIS 2010
: Logic Journal of the IGPL 20(3):533-534
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

==2011==

; Josu Maiora, Manuel Graña
: A computer aided diagnostic system for survival analysis after EVAR treatment
: Journal of Medical Informatics & Technologies, (2011) 18:51-58

;Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
:Further Results Learning Hose Transport Control with Q-learning
: Journal of Physical Agents (aceptado con revisiones)

;Ivan Macia; Manuel Graña; Josu Maiora; Celine Paloc; Mariano de Blas
:Detection of Type II Endoleaks in Abdominal Aortic Aneurysms After Endovascular Repair
:Computers in Biology and Medicine 41(10): 871-880 [http://dx.doi.org/10.1016/j.compbiomed.2011.07.005]
: ISI Impact JCR (2009) 1.269 (2010) 1.112

;M. Graña, M. Termenon, A. Savio, A. Gonzalez-Pinto, J. Echeveste, J. M. Pérez, A. Besga
:Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson’s correlation
:Neuroscience letters,Volume 502, Issue 3, 20 September 2011, Pages 225-229 [http://dx.doi.org/10.1016/j.neulet.2011.07.049 on line]
: Indice de impacto JCR (2010) 2.055

; Manuel Graña, Ivan Villaverde, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna
:Lattice Independent Component Analysis for Appearance Based Mobile Robot Localization
: Neural Computing and applications, (accepted)
: Indice de impacto JCR (2009) 0.812 (2010) 0.563

; Manuel Graña, Borja Fernandez-Gauna, Jose Manuel Lopez-Guede
:Cooperative Multi-Agent Reinforcement Learning for Multi-Component Robotic Systems: guidelines for future research
: Paladyn . Journal of Behavioral Robotics. [http://www.editorialmanager.com/paladyn/mainpage.html] 2(2):71-81 [[media:Draft-2011-07-01-Paladyn.MARLReview.Grana.Borja.pdf|draft]]

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Energy and information in Hodgkin-Huxley neurons
:Phys. Rev. E 83, 031912 (2011)
:Impact Factor: 2.400

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Efficient synchronization of structurally adaptive coupled Hindmarsh-Rose neurons
:Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena, DOI:10.1016/j.chaos.2011.07.005 (2011)
:Impact Factor: 1.72

; Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua
: Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI
: Computers in Biology and Medicine 41 (2011), pp. 600-610 [http://dx.doi.org/10.1016/j.compbiomed.2011.05.010 DOI]
: ISI Impact JCR (2009) 1.269 (2010) 1.112

;Manuel Grana; Emilio Corchado; Michal Wozniak
:Special issue: HAIS 2010
:Logic Journal of IGPL 2011; doi: 10.1093/jigpal/jzr001 [http://jigpal.oxfordjournals.org/content/early/2011/02/24/jigpal.jzr001.full.pdf]
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

;Borja Fernandez-Gauna, Jose Manuel Lopez Guede, Ekaitz Zulueta, Zelmar Echegoyen, Manuel Graña
: Basic Results and Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation
: International Journal of Artificial Intelligence (IJAI) 6(S11):183-202 [http://www.ceserp.com/cp-jour/index.php?journal=ijai&page=article&op=view&path%5B%5D=923]

;Ramón Moreno, Manuel Graña, Alicia d’Anjou
:Illumination Source Chromaticity Estimation Based on Spherical Coordinates in RGB
: Electronics letters, (2011) 47(1):28–30 [http://dx.doi.org/10.1049/el.2010.2735 DOI]
: An implementation can be found in [[Illumination Source Chromaticity Estimation (ISC)]]
: ISI JCR (2009) 0.970

;Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
:Lattice Independent Component Analysis for functional Magnetic Resonance Imaging [[media:LICA-inf-sciences-marzo-2010.pdf|DRAFT]]
: Information Sciences 181 (2011), pp. 1910-1928
:Impact factor JCR (2008): 3.095 (2009) 3.291
: [http://dx.doi.org/10.1016/j.ins.2010.09.023 DOI]

;Javier Vaquero, Carlos Toro, Manuel Graña
: Preserving Virtual Engineering Knowledge thorough the Product Life Cycle
: Cybernetics & Systems 42 (2): 124-138.
: ISSN: 0196-9722 (Print), 1087-6553 (Online), Taylor and Francis publishers (2011)
: ISI JCR (2009) 0.780 (2010) 0.662
: [[media:Draft jvaquero 2010.pdf|draft of the paper]]

;G. García, J. Maiora A. Tapia, M. De Blas
:Evaluation of Texture for Classification of Abdominal Aortic Aneurysm
:After Endovascular Repair
:Aceptado en Journal of Digital Imaging (ISI JCR 0.96)

; Ivan Villaverde, Manuel Graña
:Neuro-Evolutionary mobile robot egomotion estimation with a 3D ToF camera
: Neural Computing and applications 20(3): 345-354, [http://dx.doi.org/10.1007/s00521-010-0384-6 DOI]
: ISI JCR (2008) 0.767 (2009) 0.812 (2010) 0.563

==2010==

; Miguel Angel Veganzones, Leonia Nunes, Domingos Lopes, Carmen Hernández and Manuel Graña
: Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches
: [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, December 2010.
: Instituto Nacional de Investigaçao Agraria (Eds.); Portugal.
: ISSN 0870-6352.

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta, Manuel Graña
:Learning hose transport control with Q-learning
: Neural Network World 20(7):913-923 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Alexandre Savio, Juliette Charpentier, Maite Termenón, Ann K. Shinn, Manuel Graña
:Neural classifiers for schizophrenia diagnostic support on diffusion imaging data
: Neural Network World 20(7):935-949 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;E. Irigoyen, M. Larrea, J. Valera, V. Gómez, F. Artaza
:A Neuro‐Genetic Control Scheme application for industrial R^3 workspaces
: Neural Network World 20(7):811-824 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Maiora, J., Garcia, G., Tapia, A., Macia, I., Legarreta, J.H., Paloc, C., De Blas, M. & Grana, M.
:Thrombus Change Detection After Endovascular Abdominal Aortic Aneurysm Repair
:International Journal of Computer Assisted Radiology and Surgery
:Springer-Verlag, 2010, Vol. 5 (Suppl 1), pp. S15

; Iñigo Barandiaran, Celine Paloc, Manuel Graña
:Real-time Optical Markerless Tracking for Augmented Reality Applications
:J Real-Time Image Processing 5(2):129-138 [http://www.springerlink.com/content/1861-8200], doi [http://www.springerlink.com/content/x281360862565132/]
: Impact factor JCR (2010): 0.962

;Z. Echegoyen, I. Villaverde, R. Moreno, M. Graña, A. d’Anjou
:Linked Multi-Component Mobile Robots: modeling, simulation and control
: Robotics and Autonomous Systems 58(12) : 1292-1305
:Impact Factor (2008): 1.214 (2009) 1.361 (2010) 1.313
: DOI [http://dx.doi.org/10.1016/j.robot.2010.08.008]

; Ramón Moreno, Manuel Graña, Ekaitz Zulueta
:An RGB Color Gradient following Color Constancy Preservation
: Electronics Letters 46(13): 908--910
: ISI JCR (2009) 0.970 (2010) 1.001

;Richard J Duro; Manuel Graña Romay; Javier de Lope Asiain,
:On the Potential Contributions of Hybrid Intelligent Approaches to Multicomponent Robotic System Development [[media:14-04-09-Hais2008-Duro.pdf|draft]]
: Information Sciences 180 (14):2635-2648
: DOI [http://dx.doi.org/10.1016/j.ins.2010.02.005]
: Impact factor JCR (2008): 3.095 (2009) 3.291 (2010) 2.833

; Andoni Beristain, Manuel Graña
: A pruning algorithm for Voronoi Skeletons
: Electronics Letters 46(1):39-41
:ISI JCR (2008) 1.140 (2009) 0.970 (2010) 1.001

;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.
:A Lattice Computing approach for On-line fMRI analysis,
:Image and Vision Computing 28(7):1155-1161, July 2010,
: DOI http://dx.doi.org/10.1016/j.imavis.2009.10.004
:ISI JCR (2008) 1.496 (2009) 1.474 (2010) 1.525

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid, N. Vélez de Mendizábal
:Energy efficiency of information transmission by electrically coupled neurons
:Biosystems, Volume 97, Issue 1, July 2009, Pages 60-71
:Impact factor: 1.646

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou
:Energy consumption and information transmission in model neurons
:Chaos, Solitons & Fractals, Volume 40, Issue 1, 15 April 2009, Pages 60-68
:Impact factor: 3.025 (2009) 3.315

;Maite García-Sebastián, Ana Isabel González, Manuel Graña
:An Adaptive Field Rule for Non-parametric MRI Intensity Inhomogeneity Estimation Algorithm [http://dx.doi.org/10.1016/j.neucom.2008.12.034]
:Neurocomputing 72 (2009) 3556–3569
:DOI: doi:10.1016/j.neucom.2008.12.034
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
:JCR (2008) 1.234

;Abdelmalik Moujahid, Blanca Cases, F.J. Olasagasti
:Consensus dynamics in a dolphin social network
:CEUR Workshop Proceedings, vol-442,2 (ISSN 1613-0073)

;Blanca Cases, F.Javier Olasagasti, Abdelmalik Moujahid, Alicia D'Anjou
:Swarm Intelligence: una aplicación a la toma de decisiones colectivas
:CEUR Workshop Proceedings, vol-442,6 (ISSN 1613-0073)

;Andoni Beristain, Manuel Graña.
:Emotion Recognition Based on the Analysis of Facial Expressions.
: New Mathematics and Natural Computation (NMNC), 5(2) pp.513-534 (world scientific press [http://www.worldscinet.com/nmnc/nmnc.shtml])

;Manuel Graña, Ivan Villaverde, José Orlando Maldonado, Carmen Hernandez
:Two Lattice Computing approaches for the unsupervised segmentation of Hyperspectral Images
: Neurocomputing, 72(2009):2111–2120
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.06.026

; Manuel Graña
: Special issue on the Lattice Computing and Natural Computing track from JCIS 2007
: Neurocomputing 72:2065–2066
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI http://dx.doi.org/10.1016/j.neucom.2008.11.021

;Maite García-Sebastián, Carmen Hernandez, Alicia d'Anjou
:Robustness of an Adaptive MRI Segmentation Algorithm Parametric Intensity Inhomogeneity Modeling [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V10-4V59VW3-8&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&view=c&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=706b7323a65e4074fdf4015bcb1a34d3]
:Neurocomputing 72 (2009) 2146-2152. [[BibTeX]]
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.07.014

==2008==

;Pablo González-Nalda and Blanca Cases
:Topos: Spiking neural networks for temporal pattern recognition in complex real sounds
:Neurocomputing, (2008) 71(4-6) :721-732
: JCR 2008 1.234 JCR 2009 1.440

;Ivan Villaverde, Zelmar Echegoyen, Manuel Graña
: Neuro-Evolutive system for ego-motion estimation with a 3D camera
: Australian Journal of Intelligent Information Systems, 10(1):59-70
: ISSN 1321-2133

;Israel Rebollo, Manuel Graña
: Aplicaciones de RFID
: Novatica,195:42-46, sept. 2008,

; Jose Orlando Maldonado, Manuel Graña
:Recycled paper visual indexing for quality control
: Expert Systems with Applications, 45(4) pp 8807–8815
: ISI JCR 2007 1.177- 2008 2.596
: http://dx.doi.org/10.1016/j.eswa.2008.11.023

;Sanin, C., Toro, C., Vaquero, J., Szczerbicki, E. Posada, J.
:Implementing Decisional DNA in Industrial Maintenance by a knowledge SOUPA Extension
: Systems Science, Vol. 33 No. 2:61-68
: ISSN: 0137-1223, Wroclaw, Poland 2008.

;Toro, C ,Sanin, C. / Szczerbicki, E. / Posada, J.
: Reflexive Ontologies: Enhancing Ontologies with self-contained queries
:Cybernetics and Systems: An International Journal, 39: 1–19
:ISSN: 0196-9722 print, 1087-6553 online, USA 2008.
: ISI JCR 2006 0.964

;Eloy Irigoyen, Miguel Pinzolas
:Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions
:Neurocomputing, 72; 539-547
:ISSN: 0925-2312
:ISI JCR 2008 1.745
:http://dx.doi.org/10.1016/j.neucom.2007.11.018

==2007==

;Maite Garcia-Sebastián, Elsa Fernandez, M. Graña, Francisco J. Torrealdea
:''A parametric gradient descent MRI intensity inhomogeneity correction algorithm'' (pdf [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-4NT84HV-2&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_searchStrId=940574918&_rerunOrigin=google&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=112b05574e5ac5481a15297bb531da15])
:Pattern Recognition Letters 28(13):1657-1666
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005, 2006, 2007) 0.552, 1.138 0.952 0.853

;Ivan Villaverde, Alicia d'Anjou, M. Graña
:''Morphological Neural Networks and Vision Based Simultaneous Localization and Mapping''
:Integrated Computer-Aided Engineering 14(4):355-363
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.444, JCR 2006 0.236, JCR 2007 0.113, JCR 2008 0.617

;Toro, C. / Posada, J / Oyarzun, J / Falcón, J
: Supporting the CAD Structural Design Process with knowledge based tools,
:Journal of Cybernetics and systems,
:ISBN 1087-6553 (electronic) 0196-9722 (paper), Taylor and Francis publishers, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.681, JCR 2006 0.964, JCR 2007 0.655

;Sanin, C. / Szczerbicki, E. / Toro, C.
: An OWL Ontology of Set of Experience Knowledge Structure
: Journal of Universal Computer Science , Volume 13, number 2, pages 209-223, 2007

; EKAITZ ZULUETA GUERRERO; PEDRO MARIA IRIONDO BENGOA; JOSE MANUEL LOPEZ GUEDE; Ander Etxeberria
: Entropy Analysis for Stochastic System Control
: INTERNATIONAL JOURNAL OF FACTORY AUTOMATION, ROBOTICS AND SOFT COMPUTING 2(2): 88-92

==2006==

;F.J. Torrealdea, A. d'Anjou, Manuel Graña, C. Sarasola
:''Energy aspects of the synchronization of model neurons''
: Physical Review E 74:011905
:Indicadores de calidad (Índice de Impacto o similares): JCR 2006 2.438

;Toro, C. Posada, J Wundrak, S Stork, A
: Improving Virtual Reality Applications in CAD through Semantics,
:The International Journal of Virtual Reality, 2006, volume 5, Number 4, pages 39-46

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2005==

; Gurutze Arzamendi, Alicia d'Anjou, Manuel Graña, José R. Leiza, José M. Asua
: ''Model reduction in emulsion polymerization using hybrid first principles/artificial neural networks models 2a Long Chain Branching Kinetics''
: Macromolecular Theory and Simulations 14:125-132
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 1.544

; C. Sarasola, A. d'Anjou, F.J. Torrealdea, Manuel Graña
: ''Minimization of the energy flow in the synchronization of nonindentical chaotic systems''
: Physical Review E 72:026223
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.418

;C. Sarasola, , A. d'Anjou, F. J. Torrealdea and A. Moujahid
: ''Energy-like functions for some dissipative chaotic systems.''
: Int. J. Bifurcation and Chaos 15(8), 2507-2521
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.845

; A. d'Anjou, C. Sarasola, , F. J. Torrealdea.
: ''On the characterization of different synchronization stages by energy considerations.''
: Journal of Physics: Conference Series, 23, 238–251

;Blanca Cases and Manuel Alfonseca
:Towards a proof of the decidability of the momentary stagnation of the growth function of D0L systems
:Theoretical Computer Science, Volume 341, Issues 1-3, 5 September 2005, Pages 247-262
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2004==

; M. Graña, J. Gallego, C. Hernandez
: ''A Single Individual Evolutionary Strategy for Endmember Search in Hyperspectral Images.''
:Information Sciences, Int. J 161(3-4):181-197
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

;B. Raducanu, Manuel Graña, F.X. Albizuri, A. d'Anjou
: ''A Probabilistic Hit-and-Miss Tranform for Face Localization''
:Pattern Análisis and Applications 7:117-127
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.803

;Elsa Fernandez, Manuel Graña, Jesús Ruiz-Cabello
: ''On a Gradient Based Evolution Strategie For Parametric Illumination Correction''
:Electronics Letters 40(9):531-532
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.968

;Cecilia Sarasola, Francisco J. Torrealdea, Alicia d'Anjou, A. Moujahid, Manuel Graña
: ''Energy balance in feedback synchronization of chaotic systems''
: Physical review E 69-011606
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 2.352

==2003==

; F. Xabier Albizuri, Manuel Graña, Bogdan Raducanu
:Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic
:Computer Communications 26 (2003) 1365–1375
: Indicadores de calidad, JCR (2005) 0.556 (2009) 0.933

; M. Graña, P. Sussner, G.X. Ritter
: [[media:Grana-sussner-ritter-2003-mathware.pdf|Innovative Applications of Associative Morphological Memories]]
: Mathware & Soft Computing 10(3):155-168
: [http://ic.ugr.es/Mathware/index.php/Mathware/issue/view/6 journal web page]

;A. d'Anjou, F. J. Torrealdea, J.R. Leiza, J.M. Asua, G. Arzamendi
: ''Model reduction in emulsion polymerization using Hybrid First-Principles/Artificial Neural Networks models''
: Macromolecular Theory and Simulation 12:42-56
: indicadores de calidad, JCR (2005) 1.544 (2006) 1.073 (2007) 1.792 (2008) 1.912 (2009) 1.683

; C. Sarasola, F.J. Torrealdea, A. d'Anjou, A. Moujahid and M. Graña
: ''Feedback synchronization of chaotic systems''
: Int. J. Bifurcation and Chaos 13(1):177-191
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.014

;B. Raducanu, M. Graña, F.X. Albizuri
: ''Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical Applications''
: Journal of Mathematical Imaging and Vision 9(2):113-131
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.617,2.197

;C. Sarasola, F.J. Torrealdea, A. d’Anjou, A. Moujahid, M. Graña,
: ''Nonzero error synchronization of chaotic systems via dynamic coupling''
: Physica D 177(1-4):39-49
:Indicadores de calidad (Índice de Impacto o similares): JCR 2002,2003:1.144,1.014

;R. Perez de Alejo, J. Ruiz-Cabello, M. Cortijo, I. Rodriguez, I. Echave, J. Regadera, J. Arrazola, P. Avilés, P. Barreiro, D. Gargallo, M. Graña
: ''Computer- Assisted Enhanced Volumetric Segmentation Magnetic Resonance Imaging Data Using a Mixture of Artificial Neural Networks''
: Magnetic Resonance Imaging 21:901-912
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.420

; JOSE MARIA GONZALEZ DE DURANA GARCIA; TEODORO RICO PASTRANA; EKAITZ ZULUETA GUERRERO
: HYBRID MODELING OF OPEN LOOP DC-DC CONVERTERS.
: FACING 11(2): 41--47

==2002==

;C. Sarasola, F.J. Torrealdea, A. d'Anjou, M. Graña
: ''Cost of synchronizing different chaotic systems''
: Mathematics and Computers in Simulation 58:309-327
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005): 0.253,0.554

; Jesús Ruiz-Cabello, Javier Regadera, Carmen Santisteban, Manuel Graña, Rigoberto Pérez de Alejo, Imanol Echave, Pablo Avilés, Ignacio Rodriguez, Inmaculada Santos, Domingo Gargallo, Manuel Cortijo
: ''Monitoring actute inflammatory processes in the mouse muscle by MR imaging and spectroscopy: a comparision with pathological results''
: NMR in Biomedicine 15:204-214
:Indicadores de calidad (Índice de Impacto o similares): JCR (2002,2005) 2.160, 2.469

==2001==

; B. Raducanu, M. Graña, F.X. Albizuri, A. D'Anjou
: ''Face localization based on the morphological multiscale fingerprints''
: Pattern Recognition Letters 22:359-371
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.552, 1.138

;A.I. Gonzalez, M. Graña, J. Ruiz-Cabello, A. d'Anjou
: ''Experimental results of an Evolution-based Adaptation Strategy for VQ Image Filtering'' [[media:IS2001_Evolution_VQfilter.pdf|pdf]]
: Information Sciences, Int. J. 133 (3-4):249-266
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

; M.C. Hernandez, F.X Albizuri, A. d'Anjou, M. Graña, F.J. Torrealdea
: ''Efficient solution of MAX-SAT and SAT via higher order Boltzmann Machines''
: Investigacion Operacional 22(1):67-78
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

;Israel Rebollo, Manuel Graña y Carmen Hernández
:APLICACION DE ALGORITMOS ESTOCASTICOS DE OPTIMIZACION AL PROBLEMA DE LA DISPOSICION DE OBJETOS NO-CONVEXOS. [[http://rev-inv-ope.univ-paris1.fr/files/22201/IO-22201-11.pdf]]
: Investigacion Operacional 22(2):184-192
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

; A. d'Anjou,C. Sarasola, F.J. Torrealdea, R. Orduna, M. Graña
: ''Parameter adaptive identical synchronization disclosing Lorenz chaotic mask''
: Physical Review E E63-046213
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.202, (JCR 2002 2.397)

; S. O. Anchorena, B. Cases
: ''Modeling Chaotic Series by Simple Eco-Grammar Systems with Reproduction, Death and Maturation of Agents.''
: Grammars, vol. 6 num. 3, pp. 155-168 (2003)
: EE: http://www.springerlink.com/content/n68251124147700r/

==2000==

;A.I. Gonzalez, M. Graña, F.X. Albizuri, A. D'Anjou, F.J. Torrealdea
: A Near Real-Time Evolution-based Adaptation Strategy for Dynamic Color Quantization of Image Sequences [[media:IS2000_Evolution_CQ_image_sequence.pdf|pdf]]
: Information Sciences, Int. J. 122:161-183
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.447, 0.723

;J. Ruiz Cabello, I Rodriguez, P. Avilés, M. Graña, I. Echave, J. Regadera, D. Gargallo, M. Cortijo
: Magnetic resonance imaging to monitor the biology of inflammation
: European Biophysics Journal 29(4-5):363
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005) 1.917,1.811
:ISSN: 0175-7571

;I Rodriguez, M. Graña, I. Echave, P. Barreiro, M. Cortijo, J. Ruiz Cabello
: MR image processing using neural networks and vector quantization
: Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA) 11 (supl. 1):143
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.836

;F.X. Albizuri, A.I. Gonzalez, M. Graña, A. D'Anjou
: ''Neural learning for distributions on categorical data''[[media:Albizuri2000_Neural_learning.pdf|pdf]]
: Neurocomputing 34:1-9
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.534, 0.790

==1999==

;J.A. Lozano, P. Larrañaga, M. Graña, F.X. ALbizuri
: ''Genetic Algorithms: bridging the convergence gap''
: Theoretical Computer Science 229:11-22
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;A.I. Gonzalez, M. Graña, M. Cottrell
: ''Basic competitive neural networks as adaptive mechanisms for non-stationary color quantization'' [[media:Ai-gonzalez-neural-computing-appl-1999.pdf|pdf]]
: Neural Computing and Applications 8: 347-367
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.403

==1998==

; A. I. Gonzalez, M. Graña
: ''Una estrategia evolutiva para clustering no estacionario''
: Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2(5): 68-73

;A. I. Gonzalez, M. Graña, A. D'Anjou, F.X. Albizuri, F.J Torrealdea
: ''A comparison of experimental results with a Evolution Strategy and Competitive Neural Networks for near real-time Color Quantization of image sequences'' [[media:AppInt1998_Evol_CNN_CQ_sequences.pdf|pdf]]
: Applied Intelligence 8 (1): 43-51
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.9

==1997==

; M. Graña, A. D´Anjou, F.J. Torrealdea
: User expectations for the intelligent blackboard [[media:M-grana-displays-1997.pdf|pdf]]
: Displays 17 (3-4): 143-146
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor: 0.947, JCR 2007 1.179

; A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri, M. Cottrell
: A sensitivity analysis of the Self Organizing Map as an Adaptive One-pass Non-stationary Clustering algorithm: the case of Color Quantization of image sequences [[media:NPL1997_SOM_onepass_nonstat_clustering.pdf|pdf]]
: Neural Processing Letters 6: 77-89
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.701

; F.X. Albizuri, A. D'Anjou, M. Graña, P. Larrañaga
: Structure of the high-order Boltzmann Machine from Independence Maps
: IEEE trans. Neural Networks 8 (6): 1351-1358
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.205

; M. Graña, A. D'Anjou , F.X. Albizuri, M. Hernandez, F. J. Torrealdea, A.I. Gonzalez
: Experiments of fast learning with High Order Boltzmann Machines [[media:Grana-HOBM-appl-int-1997.pdf|pdf]]
: Applied Intelligence 7 (4): 287-303
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.569

==1996==

; F.X. Albizuri, A. D'Anjou , M. Graña,J.A. Lozano
: Convergence properties of High-Order Boltzmann Machines
: Neural Networks 9(9): 1561-1567
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 1.665

;M. Graña, A. D'Anjou , F.X. Albizuri, J.A. Lozano, P. Larrañaga, Y. Yurramendi, M. Hernandez, J.L. Jimenez, F. J. Torrealdea, M. Poza, A.I. Gonzalez
: Experimentos de aprendizaje con Máquinas de Boltzmann de alto orden [[media:Inf-y-automatica-exp-HOBM-96.pdf|draft]]
: Informática y Automática 29(4): 42-57

==1995==

;A. I. González , M. Graña - A. D'Anjou
: An analysis of the GLVQ algorithm [[media:IEEENN95_analysis_GLVQ.pdf|pdf]]
: IEEE Transactions on Neural Netwoks 6 (4): 1012-1016
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; F. X. Albizuri - A. D'Anjou - M. Graña - F. J. Torrealdea - M. C. Hernández
: The high order Boltzmann machine: learned distribution and topology
: IEEE Transactions. on Neural Networks 6 (3): 767-770
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; M. Graña - A. D'Anjou - A. I. González - F. X. Albizuri - M. Cottrell
: Competitive stochastic neural networks for vector quantization of images [[media:Neurocomputing95_CSNN_VQ.pdf|pdf]]
: Neurocomputing 7: 187-195
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.790

==1993==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Solving satisfiability via Boltzmann machines [[media:Danjou-pami-1993.pdf|pdf]]
: IEEE Transactions on pattern analysis and machine intelligence, 15:514-521
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.923

==1992==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Máquinas de Boltzmann para la resolución del problema de la satisfacibilidad en el cálculo proposicional
: Revista Española de Informática y Automática 24: 40-49

==1987==

;Luis M. Alonso - Manuel Graña
: Formal techniques and concurrent systems
: Communications ACM 30: 752-753
Indicadores de calidad (Índice de Impacto o similares): ISI JCR (2008) 2.646

==1986==

;Manuel Graña - Fco. Javier Torrealdea
: Hierarchically structured Systems [[media:Grana-torrealdaea-1986.zip|scan]] [[media:Grana-torrealdea-1986.pdf|scan compressed]]
: European Journal of Operational Research 25:20-26
Indicadores de calidad ISI JCR: (2008) 1.627,

; Fco. Javier Torrealdea - Manuel Graña - Fernando Ferreres
: A comparison between stochastic and deterministic simulation
: Advances in Modelling and Simulation (AMSE press) 5:15-32
:Indicadores de calidad (Índice de Impacto o similares):

; T. Alvarez - J. J. Dolado - M. Graña - I. Sukia - F. J. Torrealdea
: Una versión de GPSS
: Revista Española de Informática y Automática 19:45-59
: Indicadores de calidad (Índice de Impacto o similares):

==1984==

;Fco. Javier Torrealdea - Manuel Graña
: Some ideas for a history dynamics model.
: Dynamica 10: 103-106 [http://www.systemdynamics.org/dynamica/articles/102/5.pdf]
:Originalmente editada por el Bradford System Dynamics group fue posteriormente asumida por la System Dynamics Society y convertida en la actual The International Journal of System Dynamics, manteniendo los fondos bibliograficos asociados a Dynamica.
: [http://www.systemdynamics.org/conferences/1983/proceed/parallel-vol2/torre913.pdf la publicación en la conferencia de System Dynamics que dió lugar al artículo]

Jornada GIC Extreme Learning Machines 2012-04-20

2012-04-20T10:03:13Z

Jm.lopez: /* articulos */

jornada dedicada a articulos "recientes" sobre Extreme Learning Machines, fuente Sciencedirect
== articulos ==

* Ion Marques
** voting based ELM [http://www.sciencedirect.com/science/article/pii/S0020025511004725]

* Alex
** face recognition ELM [http://www.sciencedirect.com/science/article/pii/S0925231211002578] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_zong_face_recognition.pdf slices]

* Ramon
** ELM for radial basis functions [http://www.sciencedirect.com/science/article/pii/S092523121100213X]

*Elsa
** optimization based ELM [http://www.sciencedirect.com/science/article/pii/S0925231210002225]

*Jose Manuel
** efectiveness of ELM [http://www.sciencedirect.com/science/article/pii/S0925231211002116] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Wang-2011-Effectiveness%20of%20ELM-pres.pdf slices]

* Darya
** comparing ELM and sequential FFNN [http://www.sciencedirect.com/science/article/pii/S0893608011002231]

* Israel
** random search incremental ELM [http://www.sciencedirect.com/science/article/pii/S0925231207003633][[media: Israel_ELM.pdf|slides]]

* Ana
** ordinal ELM [http://www.sciencedirect.com/science/article/pii/S0925231210004042]

*Miguel
** evolutionary ELM [http://www.sciencedirect.com/science/article/pii/S0031320305001809]

*Borja Ayerdi
** ensemble ELM [http://www.sciencedirect.com/science/article/pii/S0925231209000782]

*Josu
** multicategory sparse ELM [http://www.sciencedirect.com/science/article/pii/S0952197610001326]

* Maite Termenon
** two stage ELM for regresion [http://www.sciencedirect.com/science/article/pii/S0925231210003401]

Jornada GIC coloreado de grafos 2012-03-23

2012-03-23T11:37:49Z

Jm.lopez: /* articulos */

jornada dedicada a articulos "recientes" sobre técnicas de optimización para el coloreado de grafos

== articulos ==

* ALex
**algoritmo evolutivo con diversidad garantizada [http://www.sciencedirect.com/science/article/pii/S0305054810000286] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_cosmin_evol_graphcol.pdf slides]

*Elsa
**algoritmo paralelo genetico-tabu [http://www.sciencedirect.com/science/article/pii/S0377221708003111]

*Jose Manuel
** aplicaciones en robotica de graph coloring [http://www.sciencedirect.com/science/article/pii/S0377221707009423] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Demange-2009-A%20tutorial%20on%20the%20use%20of%20graph%20coloring%20for%20some%20problems%20in%20robotics-pres.pdf slides]

* Darya
**cartografiado del espacio de busqueda [http://www.sciencedirect.com/science/article/pii/S0305054809001798]

* Ramon
**modified turbulent PSO [http://www.sciencedirect.com/science/article/pii/S0957417410012285] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/coloresPSO.pdf Slides]

* Israel
**comparacion de algoritmos para coloreado de grandes grafos [http://www.sciencedirect.com/science/article/pii/S0305054811002425]

* Ana
**un algoritmo memetico [http://www.sciencedirect.com/science/article/pii/S0377221709005177] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_Lu2010_graph.pdf | Slides]

*Miguel
**improved ant colony [http://www.sciencedirect.com/science/article/pii/S0166218X07001321]

*Borja Ayerdi
**reactive tabu search [http://www.sciencedirect.com/science/article/pii/S0305054806001420]

*Josu
**neural network approach [http://www.sciencedirect.com/science/article/pii/S0377221707008909]

* Borja Fernandez
** energy based approaches [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=977273&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28Document+Title%3Agraph+coloring%29] [[media:Borja-EnergyFunction-BasedApproachesToGraphColoring.pdf | Slides ]]

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-16

2012-03-16T13:44:38Z

Jm.lopez: /* distribución de artículos */

Segunda jornada de trabajo del proyecto, continuando con temas de clasificación, con un énfasis en revistas del IEEE. Entrada en el groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=613]

== distribución de artículos ==

* Elsa Fernandez
** combining multiple features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/zhang-2012-combining-multiple-features.pdf]

* Ion Marques
** batch active learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/patra-bruzzone-2012-batch-mode-active-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Patra_Bruzzone-2012_p.pdf slides]

* Israel Rebollo
**adaptive artificial inmune network [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/zhong-2012-adapt-artificial-inmune-network.pdf][[media:ABN.pdf | Slides]]

*Josu Maiora
** active learning survey [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/202/ActiveLearinigSurvey.pdf] [[media:ActiveLearning.pdf | Slides]]

* Ramon Moreno
** spectral-spatial hyperspectral image segmentation [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/li-bioucas-plaza-2012-spectral-spatial-segmentation.pdf][http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/hyperLI.pdf Slides]

* Miguel Angel Veganzones
** linear and nonlinear PCA for classification on morphological profiles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/Licciardi-2012-PCA-morph-profiles.pdf] [[Media:Hyper_-_veganzones_-_2012_03_16.pdf | slides]]

* Alexandre Savio
** parallel box counting [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/tzeng-2012-box-counting.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_tzeng_boxcounting_hyper.pdf slides]

* Darya Chyzhyk
** genetic fuzzy-rule classifier [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/Stavrakoudis-2012-genetic-fuzzy-rule-based.pdf]

* Ana Isabel Gonzalez
** spatial contextual SVM [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/li-2012-spatial-contextual-SVM.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_hyperspec_SVM.pdf | Slides ]

* Borja Ayerdi
** SVM based fuzzy decision trees [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5976442&refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_hiperespectrales2.pdf | Slides]

*Maite Termenon
** cluster based active learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/patra-bruzzone-2011-cluster-active-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/262/Termenon_Patra.pdf | Slides]

*Borja Fernandez Gauna
** multiview active learning [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5724268&refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29]

* Jose Manuel Lopez
** semisupervised dimensionality reduction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5609183&refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Chen-2011-Semisupervised%20Dimensionality%20Reduction%20Hyperspectral-pres.pdf | Slides]

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-09

2012-03-12T12:22:25Z

Jm.lopez: /* asignación de articulos */

primera jornada de trabajo del proyecto, que se va a dedicar a temas de clasificación, con un énfasis en los trabajos de Landgrebe. Entrada en el groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=613]

== asignación de articulos ==

* Jose Manuel Lopez
** artículo historico sobre information processing of remotely sensed agricultural data [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/fu-landgrebe-1969-information-processing-agricultural.pdf]
** review tecnologia en 1981 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/landgrebe-1981.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Landgrebe-1981-Analysis%20Techonology%20for%20Land%20Remote.Sensing-present.pdf Slides]

* Ramon Moreno
** clasificacion multiespectral [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kettig-landgrebe-1976-classification-multispectral.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/hyperKetting.pdf Slides]

* Miguel Angel Veganzones
** diseño analitico de sensores 1980 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/wiersma-landgrebe-1980-analytical-design-multispectral-sensors.pdf] [[Media:landgrebe1980-veganzones.pdf | slides]]
** spectral spatial characteristics [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kalayeh-landgrebe-1987-spectral-spatial-characteristics.pdf] [[Media:landgrebe1987-veganzones.pdf | slides]]

* Alexandre Savio
** feature selection with small datasamples [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kalayeh-1983-feature-selection-limited-train.pdf][[media:alexsavio_kalayeh_featureselection.pdf | slides ]] prediccion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kalayeh-landgrebe-1983-required-number-training-samples.pdf]

* Darya Chyzhyk
** fast likelihood classification [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/lee-landgrebe-1991-fast-likelihood.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/261/GIC-hiperspectrales-Chyzhyk-2012-03-09.pdf Slides]

* Ana Isabel Gonzalez
** hierarchical classifier [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kim-landgrebe-1991-hierarchical-classifier.pdf]
** propiedades de los datos de alta dimension [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/jimenez-landgrebe-1998-properties-high-dimensional-data.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Jimenez_hyperspectral.pdf| slides ]

* Borja Ayerdi
** analisis de propiedades de datos hiperspectrales [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/lee-landgrebe-1993.pdf]

*Maite Termenon
** partially supervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/jeon-landgrebe-1999-partially-supervised.pdf][[media:Termenon_Jeon.pdf | slides ]]

* Elsa Fernandez
** clasificador adaptativo [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/jackson-landgrebe-2001-adaptive-classifier.pdf]

* Ion Marques
** reduccion de dimensiones con projection pursuit [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/jimenez-landgrebe-1999-projection-pursuit.pdf] [[media:Jimemez_Hypers-1999_p.pdf | Slides]]

*Borja Fernandez Gauna
** estimacion de covarianza con muestras pequeñas [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kuo-landgrebe-2002-covariance-estimator-for-small-sample.pdf] [[media:Borja.Covariance-estimator-for-small-sample-size.pdf | Slides]]

*Josu Maiora
** active learning survey [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/202/ActiveLearinigSurvey.pdf] [[media:activeL_josu.pdf | Slides]]

Jornada GIC fundamentos pattern recognition duda-hart-stork 2012-02-17

2012-02-17T12:17:07Z

Jm.lopez:

Distribución de secciones para presentación en la jornada monográfica basada en el libro de duda-hart-stork [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/9/Duda2000_Pattern_Classification.pdf]

* secciones 2.2, 2.3, 2.4, 2.5 -- > Jose Manuel [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Duda-Hart-Stork-2.2-2.3-2.4-2.5-LopezGuede.pdf Slides]
* secciones 2.6, -- > Josu [[ media: Duda2-6.pdf | Slides]]
* secciones 2.7, 2.8 -->Ramón [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/duda3-Ramon.pdf Slides]
* secciones 2.9, 2.10 --> Ion
* secciones 3.2, 3.3 --> Miguel [[Media:pr-duda-veganzones.pdf | Slides]]
* secciones 3.4, 3.5 -- > Darya
* secciones 3.6, 3.7 --> Maite
* secciones 3.8, 3.9 --> Borja A. [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_Pattern_Classification.pdf | Slides]
* secccion 4.3 --> Borja F. [[ media: Borja-Parzen-windows.pdf | Slides]]
* seccion 9.2 ---> Ana Isabel [[ media: Present_Ana_ch9_Duda.pdf | Review ]]
* secciones 9.3,9.4 -- > Alex [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_dudahart_sect_93_94.pdf slides]
* secciones 9.5 --> Israel [[ media: libro.pdf | Slides ]]
* seccion 9.6 --> Elsa

Jornada GIC particle swarm optimization 2012-02-10

2012-02-10T11:23:27Z

Jm.lopez: /* distribución de artículos */

== objetivo ==
Particle Swarm Optimizers (PSO) son algoritmos de optimización directamente relacionados con las técnicas de Swarm Intelligence y con los métodos de búsqueda aleatoria basados en poblaciones, algoritmos evolutivos y genéticos. En esta jornada vamos a repasar algunos de los trabajos fundacionales y desarrollos recientes. Una busqueda por el término proporciona cientos de resultados en ieeexplore y otras fuentes, los articulos escogidos son una muestra sesgada hacia IEEE trans. Evol. Comp.

== distribución de artículos ==

* Josu Maiora:
** biomedical image registration [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/wachowiak-2004-biomedical-image-registration.pdf][[Media:PSO_Wachowiak.pdf | slides ]]
* Alexandre Savio:
** articulos fundacionaesl de Kennedy [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/clerc-kennedy-2002.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/mendes-kennedy-neves-2004-informed-PSO.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_pso_clerc.pdf slides_clerc] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_informed_particle_swarm_mendes.pdf slides_mendes]
* Iñigo Barandiaran:
** interpolation of unorganized feature points [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/xie-2009-interpolating-feature-points-PSO.pdf]
* Maite Termenon:
** reconstruct gene networks [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Kentzoglanakis-2012-reconstr-gene-networks.pdf] [[Media:Termenon_Kentzoglanakis.pdf | slides ]]
* Ana I. Gonzalez:
** stability analysis [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Kadirkamanathan-2006-stability-analysis-PSO.pdf] [[Media:present_Ana.pdf | review ]]
* Darya Chyzhyk:
** PSO for morphological predictors in finance [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/araujo-2010-pso-morphologica-prediction.pdf]
* Ramón Moreno:
** power dispatch [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Agrawal-2008-MOPSO-power-dispatch.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/swarmRamon.pdf Slides]
* Elsa Fernandez:
** ICA weight estimation [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/selvan-2009-ICA-estimation-Lie-group.pdf]
* Borja Fernandez-Gauna:
** odor source robot detection [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Jatmiko-2007-robot-odor-source.pdf] [[Media: Borja-PSO-odor-localization.pdf | slides]]
* Jose Manuel Lopez-Guede:
** cooperative PSO [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/bergh-2004-cooperative-PSO.pdf] [[Media:Bergh-2004-cooperative-PSO-presentation.pdf | slides]]
* Borja Ayerdi:
** biophysical parameter estimation (geoscience&remote sensing) [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/bazi-2007-semisupervised-PSO-SVM-biophysical.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_PSO_Borja_Ayerdi.pdf | slides]
*Israel Rebollo:
** stochastic stability analysis [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/fernandez-martinez-2011-stochastic-stability-PSO.pdf][[Media:PSO_stochastic.pdf | slides]]
* Ion Marques:
** cancer classification [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Saraswathi-2011-cancer-classification.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Saraswathi-2011-ICGA-PSO-ELM_p.pdf slides]
* Andoni Beristain
** blind source separation with PSO [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/sun-2011-PSO-blind-sources.pdf]

* Miguel A. Veganzones:
** endmember extraction [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/zhang-2011-endmember-extraction.pdf] [[Media:pso-veganzones-1.pdf | slides]], segmentation of ISAR images [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/park-2010-segm-ISAR.pdf] [[Media:pso-veganzones-2.pdf | slides]]
* Eider Sanchez:
** hyperspectral image clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/paoli-2009-hyperspectral-clustering-pso.pdf] tile manufacturing [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Navalertporn-2011-tile-manufacture-PSO.pdf]

Archivo:Bergh-2004-cooperative-PSO-presentation.pdf

2012-02-10T11:21:08Z

Jm.lopez:

Usuario:Jm.lopez

2012-02-05T19:25:30Z

Jm.lopez: /* Call for papers */

== Research question ==

; Control de sistemas multirobot ligados.

; Control por refuerzo (con y sin modelo).

== Estado burocrático de la tesis ==

;Director: Manuel Graña

; Inscrita la tesis (Manuel Graña)
; DEA realizado

== Call for papers ==

WORKSHOP OF PHYSICAL AGENTS 2012

Scope and Goals:

The Workshop of Physical Agents intends to be a forum for information and experiences exchange in different areas regarding the concept of agent on physical environments, especially applied to the control and coordination of autonomous systems: robots, mobile robots, industrial processes or complex systems.
Participation to WAF'2012 is open to Spanish and international research groups from areas related to autonomous control systems and artificial intelligence applied to robotics and domotics.

Areas of interest:

We look for contributions describing scientific works in all areas that use agent-based technologies concepts, especially industrial applications, robotics and domotics (physical agents) and applications related to the information society, (software agents) highlighting the similarities and synergies among physical and software agents. We understand that physical agent applications are mainly orientated to the control, coordination and planning of autonomous systems: industrial or mobile robots, industrial processes, domotics and complex systems. Contributions can also be related to educational aspects of the above mentioned technologies. As in previous years, topics related to Robocup and FIRA (robotic soccer), AgentLink, and AgentCities will also be welcomed. That is: Computer vision techniques, planning on dynamic systems, simulation environments as RoboSoccer or JavaSoccer, motion coordination and cooperation among robots, interchange of network services, Internet, etc. Just as previous editions, the Program Committee invites participants to bring real robots to the Workshop

Submissions of papers are invited in any of the following topics, and in related areas:

- Physical agents
- Software agents
- Multiagent systems
- Domotic agents & applications
- Smart-sensors networks
- Human-Robot interaction
- Robotic manipulators
- Robocup and soccer robots
- Mobile robots
- Autonomous and semiautonomous robots
- Cooperating robots
- Industrial robotics
- Applied intelligent robotic systems
- Computer vision and robotics
- SLAM
- Artificial Vision and Robotics
- Machine learning and robotics

Demos and Exhibitions

As in former editions of this workshop, the organizing committee will support live or video-based demos and exhibitions. Those interested in taking part in the mobile robots exhibitions must contact the organization as soon as possible in order to organize the logistic aspects. Some suggested exhibitions are: robotic soccer players, searching & collecting robots, exploratory and map building robots, cooperating robots, guide robots, surveillance robots, etc. Additionally, a commented video may be a suitable demo if, due to any reason, live demos should not be possible.

Important Dates

When: September 3-4, 2012
Where: Citius, University of Santiago de Compostela, Spain
Submission Deadline: March 31, 2012
Notification Due: May 21, 2012
Final version due: June 4, 2012

For details please visit:
http://www.jopha.net/waf/index.php/waf/waf12

== Call for papers ==

CCIA 2012 - 15th International Conference of the Catalan Association of Artificial Intelligence
October 24-26, 2012

Alacant - Spain
Web Page: http://ccia2012.ua.es

INTRODUCTION

We invite you to participate in the Fiveteenth International Conference of the Catalan Association of Artificial Intelligence (CCIA 2012), which will take place on October 24-26, 2012 at the University of Alacant.

The main goal of this conference is to foster discussion around the last works in Artificial Intelligence which have been developed by the research community of the Catalan Countries, as well as gathering community members. We encourage you to contribute with finished works as well as preliminary works with promising original and innovative ideas.

TOPICS

Agents and Multi-agent Systems
AI Applications
Machine Learning
Knowledge Engineering
Fusion/Aggregation of Information
Real Time AI
Natural Languages
Data Mining
Reasoning Models
Perception
Planning and Optimization
Constraint Programming
Evolutionary Programming
Speech Recognition
AI Problem Solving
Robotics
Satisfiability
Fuzzy Systems
Artificial Life
Artificial Neural Networks

SUBMISSION INSTRUCTIONS

We invite you to submit contributions reflecting both finished works as well as work in progress, containing original and promising ideas.

Submissions must meet the following guidelines:

-Conference official languages are: catalan, spanish, french, italian and english, but only english works will be published in conference proceedings.
-Contributions should be submitted camera-ready.
-All contributions must be in PDF format.
-All submissions will have a maximum length of 10 pages.
-Peer reviewing is not blind, so all contributions should be in complete article form, including authors names and affiliation.
-Contributions should be without page numbers.
-All works must have an Abstract.

Submission will be through EasyChair at http://www.easychair.org/conferences/?conf=ccia2012

PUBLICATION

Conference proceedings will be published by IOS Press (Frontiers in Artificial Intelligence and Applications).

This year only articles in LaTex format will be accepted due to the problems caused in previous editions by the Word format.

IOS Press has available for download detailed instructions for LaTex when prepairing manuscripts on author's corner (http://www.iospress.nl/authco/instruction_crc.html).

Templates and stylesheets for LaTeX can be downloaded from http://www.iospress.nl/authco/iospressbookarticle-latex.zip

IMPORTANT DATES

Paper submission deadline: May 18, 2012
Author notification: July 1, 2012
Final version deadline: July 20, 2012
Early registration date: July 27, 2012

Conference: October 24-26, 2012

ORGANIZATION

General Chair: Eva Onaindia (UPV)
Local Arrangement Chair: Miguel Cazorla (UA)

Programme Chair: David Riaño (URV)

CONTACT PERSON

Miguel Cazorla

Departamento de Ciencia de la Computación e Inteligencia Artificial
Universitat d'Alacant
Apdo. 99 03080
Alicante (Spain)

Tlfn: +34965903400 ext 2992
Fax: +34965903902

miguel.cazorla@ua.es

PROGRAM COMMITTEE

Núria Agell (ESADE) Maite López Sánchez (UB)
René Alquézar (UPC) Beatriz López (UdG)
Teresa Alsinet (UdL) Joaquim Meléndez (UdG)
Cecilio Angulo (UPC) Pedro Meseguer (IIIA-CSIC)
Carlos Ansótegui (UdL) Antonio Moreno (URV)
Josep Argelich (UdL) Angela Nebot (UPC)
Federico Barber (UPV) Eva Onaindia (UPV)
Ester Bernadó-Mansilla (URL) José Oncina (UA)
María Luisa Bonet (UPC) Santi Ontañón (IIIA-CSIC)
Ramón Béjar (UdL) Jordi Planes (UdL)
Miquel Bofill (UdG) Josep Puyol Gruart (IIIA-CSIC)
Dídac Busquets (UdG) Miguel Ramírez (UPF)
Hubie Chen (UPF) David Riaño (URV)
Ulises Cortés (UPC) Jordi Sabater Mir (IIIA-CSIC)
Pompeu Casanovas (UAB) José Salvador Sánchez Garreta (UJI)
Miguel Cazorla (UA) Miquel Sánchez Marré (UPC)
Pilar Dellunde (IIIA-CSIC) Ricardo Toledo (UAB)
Mikel Forcada (UA) Vicenç Torra (IIIA-CSIC)
Ana García Fornés (UPV) Carme Torras (IRI-CSIC/UPC)
Elisabet Golobardes (URL) Aida Valls (URV)
José Manuel Iñesta (UA) Maria Vanrell (UAB)
Anders Jonsson (UPF) Xavier Varona (UIB)
Vicente Julián (UPV) Juan Miguel Vilar (UJI)
Javier Larrosa (UPC) Mateu Villaret (UdG)
Jordi Levy (IIIA-CSIC) Jordi Vitrià (UB)
Ramon López De Mántaras (IIIA-CSIC)

LOCAL ARRANGEMENT COMMITTE

María Isabel Alfonso Antonio Botía Otto Colomina Domingo Gallardo
José García-Rodríguez Javier Montoyo Vicente Morell Sergio Orts
Cristina Pomares Anna Romero Diego Viejo

Grupo Robótica y Visión Tridimensional, Universitat d'Alacant

Jornada GIC random forests 2012-01-27

2012-01-25T23:46:44Z

Jm.lopez: /* distribución de articulos a presentar */

=objetivo=
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes

== distribución de articulos a presentar ==

* Ana I. Gonzalez
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf] [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf] [[Media:Ana_Gonzalez_Zhang2008.pdf | review ]]

* Josu Maiora
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf][[Media:Random_Forest_Crim.pdf | slides]]
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf][[Media:Random_Forest_EML.pdf | slides]]

* Borja Ayerdi
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf diap ]

* Iñigo Barandiaran
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]

*Borja Fernandez-Gauna
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf] [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf] [[media:Borja-Reduced-reward-punishment.pdf | presentation]]

*Jose Manuel Lopez-Guede
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/verika-2011-data-mining-random-forests-presentacion.pdf presentation]
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf presentation]

*Israel Rebollo
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]

* Darya Chyzhyk
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf]

* Elsa Fernandez
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf]
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]

* Maite Termenon
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf] [[media:Termenon_Mendez.pdf | Slides]]
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf] [[media:Termenon_Abdulsalam_Classification_Using_Streaming_Random_Forests.pdf | Slides]]
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf] [[media:Termenon_Kuncheva.pdf | Slides]]

* Ramón Moreno
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Over.pdf Slides]
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classsifier.pdf Slides]

* Miguel A. Veganzones
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf] [[Media:GeneFunctionalInference.pdf | slides]]
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | slides]]

* Ion Marques
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]

* Eider Sanchez
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf] [[media:2 Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [[media:1 Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]

* Alexandre Savio:
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- > no llega
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides]
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides]

== referencias ==
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593]

*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591]

* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]

* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]

===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]

* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29],

* biologicas, medicas y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5720314&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5779487&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4359054&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4237349&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4118190&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]

* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],

* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5069763&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5742706&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1396322&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5710029&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4481234&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5740927&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=6077098&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5482156&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5975216&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4603103&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

Jornada GIC random forests 2012-01-27

2012-01-25T20:20:32Z

Jm.lopez: /* distribución de articulos a presentar */

=objetivo=
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes

== distribución de articulos a presentar ==

* Ana I. Gonzalez
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf] [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf]

* Josu Maiora
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf][[Media:Random_Forest_Crim.pdf | slides]]
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf][[Media:Random_Forest_EML.pdf | slides]]

* Borja Ayerdi
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf diap ]

* Iñigo Barandiaran
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]

*Borja Fernandez-Gauna
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf] [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf] [[media:Borja-Reduced-reward-punishment.pdf | presentation]]

*Jose Manuel Lopez-Guede
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf]
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf presentation]

*Israel Rebollo
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]

* Darya Chyzhyk
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf]

* Elsa Fernandez
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf]
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]

* Maite Termenon
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf] [[media:Termenon_Mendez.pdf | Slides]]
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf] [[media:Termenon_Abdulsalam_Classification_Using_Streaming_Random_Forests.pdf | Slides]]
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf] [[media:Termenon_Kuncheva.pdf | Slides]]

* Ramón Moreno
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Over.pdf Slides]
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classsifier.pdf Slides]

* Miguel A. Veganzones
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf] [[Media:GeneFunctionalInference.pdf | slides]]
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | slides]]

* Ion Marques
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]

* Eider Sanchez
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf] [[media:2 Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [[media:1 Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]

* Alexandre Savio:
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- > no llega
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides]
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides]

== referencias ==
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593]

*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591]

* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]

* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]

===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]

* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29],

* biologicas, medicas y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5720314&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5779487&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4359054&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4237349&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4118190&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]

* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],

* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5069763&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5742706&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1396322&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5710029&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4481234&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5740927&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=6077098&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5482156&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5975216&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4603103&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

Jornada GIC random forests 2012-01-27

2012-01-25T13:42:00Z

Jm.lopez: /* distribución de articulos a presentar */

=objetivo=
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes

== distribución de articulos a presentar ==

* Ana I. Gonzalez
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf] [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf]

* Josu Maiora
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf]

* Borja Ayerdi
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf diap ]

* Iñigo Barandiaran
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]

*Borja Fernandez-Gauna
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf]
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf]

*Jose Manuel Lopez-Guede
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf]
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/home/jm.lopez/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf presentation]

*Israel Rebollo
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]

* Darya Chyzhyk
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf]
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf]

* Elsa Fernandez
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf]
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]

* Maite Termenon
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf]
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf]
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf]

* Ramón Moreno
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Over.pdf Slides]
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classsifier.pdf Slides]

* Miguel A. Veganzones
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf]
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | presentation]]

* Ion Marques
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [[Media:zhang-2010-ensembles-fuzzy-clusterning_pr.pdf | presentation]]
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [[Media:yu-2011-action-detection-FR-topK_pr.pdf | presentation]]

* Eider Sanchez
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf]
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620]

* Alexandre Savio:
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- > no llega
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf]
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides]

== referencias ==
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593]

*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591]

* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]

* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]

===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]

* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29],

* biologicas, medicas y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5720314&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5779487&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4359054&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4237349&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4118190&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]

* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],

* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5069763&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5742706&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1396322&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5710029&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4481234&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5740927&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=6077098&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5482156&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5975216&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4603103&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

Archivo:Partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf

2012-01-25T13:36:36Z

Jm.lopez:

Jornada GIC random forests 2012-01-27

2012-01-25T13:23:57Z

Jm.lopez: /* distribución de articulos a presentar */

=objetivo=
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes

== distribución de articulos a presentar ==

* Ana I. Gonzalez
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf] [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf]

* Josu Maiora
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf]

* Borja Ayerdi
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf diap ]

* Iñigo Barandiaran
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]

*Borja Fernandez-Gauna
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf]
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf]

*Jose Manuel Lopez-Guede
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf]
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [[Media:partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf | presentation]]

*Israel Rebollo
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]

* Darya Chyzhyk
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf]
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf]

* Elsa Fernandez
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf]
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]

* Maite Termenon
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf]
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf]
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf]

* Ramón Moreno
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Over.pdf Slides]
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classsifier.pdf Slides]

* Miguel A. Veganzones
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf]
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | presentation]]

* Ion Marques
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [[Media:zhang-2010-ensembles-fuzzy-clusterning_pr.pdf | presentation]]
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [[Media:yu-2011-action-detection-FR-topK_pr.pdf | presentation]]

* Eider Sanchez
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf]
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620]

* Alexandre Savio:
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- > no llega
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf]
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides]

== referencias ==
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593]

*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591]

* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]

* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]

===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]

* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29],

* biologicas, medicas y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4432283&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5720314&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5779487&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4359054&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4237349&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4118190&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]

* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],

* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5069763&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5742706&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1396322&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5710029&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4481234&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5740927&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5730498&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=6077098&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5482156&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5975216&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=4603103&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]

Usuario:Jm.lopez

2012-01-13T12:00:16Z

Jm.lopez: /* Call for papers */

Usuario:Jm.lopez

2012-01-13T11:58:03Z

Jm.lopez: /* Call for papers */

Archivo:2012-01-12-Proyecto hiperespectrales Alicia.pdf

2012-01-12T12:37:03Z

Jm.lopez:

Reunion-hiper-micinn-11-01-2012

2012-01-12T12:36:34Z

Jm.lopez: /* slides con la presentaciones de resultados obtenidos en 2011 y esperados en 2012 */

== slides con la presentaciones de resultados obtenidos en 2011 y esperados en 2012 ==

* [[Media:ReunionMICINN-2012_01_12-veganzones.pdf | Miguel A. Veganzones]]

* [[Media:Abderesults2011.pdf | Abdelmalik Moujahid]]

* [[Media:MICINN-Ramon.pdf | Ramón Moreno]]

* [[Media:2012-01-12-Proyecto_hiperespectrales_Alicia.pdf | José Manuel López]]

Revistas

2011-11-08T11:02:58Z

Jm.lopez: /* 2011 */

[[media:Revistas-GIC-1984-2009.bib.zip|bib de revistas hasta 2009]]
==submitidos sin decision==

;Manuel Graña and Miguel A. Veganzones
:Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms
: EURASIP Journal on Advances in Signal Processing (submited) [[media:Sli-moga-upload-2001-06-29.pdf|draft]]

; Israel Rebollo, Manuel Graña, Blanca Cases
:On the eﬀect of spatial percolation on the convergence of Graph Coloring Boid Swarm
: IJAIT [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/87/IJAIT-convergence-percolation-boids-2010-12-26-submitted.zip]

;R. Moreno , D. M. Ramik , M. Graña , and K. Madani
:Image Segmentation on the Spherical Coordinate Representation of the RGB Color Space
:IET IP [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/IET-IP%202ndSubmision-2011-07-08definitivo.zip]

== 2012 ==

;Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
:Hybrid Dendritic Computing with Kernel-LICA applied to Alzheimer’s Disease detection in MRI. [[media: Chyzhyk-Grana_Neurocomputing_2012.pdf|PDF]]
: Neurocomputing, 2012, Volumen 75, issue 1, pp. 72-77
: [http://dx.doi.org/10.1016/j.neucom.2011.02.024 DOI]
: ISSN 0925-2312
: : ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440 (2010) 1.429

; Emilio Corchado, Manuel Graña, Michal Wozniak
: Neurocomputing January 2012, Volume 75, Issue 1, pp. 61-63
: editorial New trends and applications on hybrid artificial intelligence systems [http://www.sciencedirect.com/science/article/pii/S0925231211004206]
: JCR (2010) 1.429

==2011==
;Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
:Further Results Learning Hose Transport Control with Q-learning
: Journal of Physical Agents (aceptado con revisiones)

;Miguel A. Veganzones and Manuel Graña
:A spectral/spatial CBIR system for hyperspectral images.
: IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (aceptado con revisiones) [[media:J-STARS_2011_-_veganzones.pdf|draft]]
: JCR (2010) 1.140

;Ion Marques, Manuel Graña
:Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines:
: Soft Computing (aceptado con revisions)
: JCR (2010) 1.512

;Maite Termenón, Manuel Graña
:A two stage sequential ensemble applied to the classification of Alzheimer's Disease based on MRI features
: Neural Processing Letters (accepted)
: JCR (2010) 1.088

;Ivan Macia; Manuel Graña; Josu Maiora; Celine Paloc; Mariano de Blas
:Detection of Type II Endoleaks in Abdominal Aortic Aneurysms After Endovascular Repair
:Computers in Biology and Medicine 41(10): 871-880 [http://dx.doi.org/10.1016/j.compbiomed.2011.07.005]
: ISI Impact JCR (2009) 1.269 (2010) 1.112

;M. Graña, M. Termenon, A. Savio, A. Gonzalez-Pinto, J. Echeveste, J. M. Pérez, A. Besga
:Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson’s correlation
:Neuroscience letters,Volume 502, Issue 3, 20 September 2011, Pages 225-229 [http://dx.doi.org/10.1016/j.neulet.2011.07.049 on line]
: Indice de impacto JCR (2010) 2.055

; Manuel Graña, Ivan Villaverde, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna
:Lattice Independent Component Analysis for Appearance Based Mobile Robot Localization
: Neural Computing and applications, (accepted)
: Indice de impacto JCR (2009) 0.812 (2010) 0.563

; Manuel Graña, Borja Fernandez-Gauna, Jose Manuel Lopez-Guede
:Cooperative Multi-Agent Reinforcement Learning for Multi-Component Robotic Systems: guidelines for future research
: Paladyn . Journal of Behavioral Robotics. [http://www.editorialmanager.com/paladyn/mainpage.html] (in press) [[media:Draft-2011-07-01-Paladyn.MARLReview.Grana.Borja.pdf|draft]]

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Energy and information in Hodgkin-Huxley neurons
:Phys. Rev. E 83, 031912 (2011)
:Impact Factor: 2.400

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Efficient synchronization of structurally adaptive coupled Hindmarsh-Rose neurons
:Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena, DOI:10.1016/j.chaos.2011.07.005 (2011)
:Impact Factor: 1.72

; Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua
: Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI
: Computers in Biology and Medicine 41 (2011), pp. 600-610 [http://dx.doi.org/10.1016/j.compbiomed.2011.05.010 DOI]
: ISI Impact JCR (2009) 1.269 (2010) 1.112

;Andoni Beristain, Manuel Graña, Ana I. Gonzalez
:A Pruning Algorithm for Stable Voronoi Skeletons
: Journal of Mathematical Imaging and Vision (in press)
: JCR (2009) 1.437 (2010) 1.244

;Z. Echegoyen, J.M. Lopez-Guede, B. Fernandez-Gauna and M. Graña
: Visual Servoing of Legged Robots
: Journal of Mathematical Imaging and Vision (in press)
: JCR (2009) 1.437 (2010) 1.244

;Peter Sussner, Estevão L.Esmi, IvanVillaverde, ManuelGraña
:The Kosko Subsethood FAM: Mathematical Background, Properties, and Some Experimental Results in Computer Vision
: Journal of Mathematical Imaging and Vision (in press)
: JCR (2009) 1.437 (2010) 1.244

;Manuel Grana; Emilio Corchado; Michal Wozniak
:Special issue: HAIS 2010
:Logic Journal of IGPL 2011; doi: 10.1093/jigpal/jzr001 [http://jigpal.oxfordjournals.org/content/early/2011/02/24/jigpal.jzr001.full.pdf]
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

;Blanca Cases, Israel Rebollo, Manuel Graña
:A Spatial-social-logical model explaining human behavior in emergency situations
: Logic Journal of the IGPL (in press)
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

;Josune Gallego, Carmen Hernandez, Manuel Graña
:A Morphological Cellular Automata based on Morphological Independence
: Logic Journal of the IGPL (in press)
: Indice de impacto JCR(2009) 0.320 (2010) 0.458

;Borja Fernandez-Gauna, Jose Manuel Lopez Guede, Ekaitz Zulueta, Zelmar Echegoyen, Manuel Graña
: Basic Results and Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation
: International Journal of Artificial Intelligence (IJAI) [http://www.ceserp.com/cp-jour/index.php?journal=ijai&page=issue&op=view&path%5B%5D=100] 6(S11):183-202

;Ivan Macia, Manuel Graña; Celine Paloc,
: Knowledge Management in Image-based Analysis of Blood Vessel Structures
:Knowledge and Information Systems (in press) [http://www.springerlink.com/content/l747p10765858h1j/]
: JCR Impact factor (2009) 2.211 (2010) 2.000

;Ramón Moreno, Manuel Graña, Alicia d’Anjou
:Illumination Source Chromaticity Estimation Based on Spherical Coordinates in RGB
: Electronics letters, (2011) 47(1):28–30 [http://dx.doi.org/10.1049/el.2010.2735 DOI]
: An implementation can be found in [[Illumination Source Chromaticity Estimation (ISC)]]
: ISI JCR (2009) 0.970

;Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
:Lattice Independent Component Analysis for functional Magnetic Resonance Imaging [[media:LICA-inf-sciences-marzo-2010.pdf|DRAFT]]
: Information Sciences 181 (2011), pp. 1910-1928
:Impact factor JCR (2008): 3.095 (2009) 3.291
: [http://dx.doi.org/10.1016/j.ins.2010.09.023 DOI]

;Javier Vaquero, Carlos Toro, Manuel Graña
: Preserving Virtual Engineering Knowledge thorough the Product Life Cycle
: Cybernetics & Systems 42 (2): 124-138.
: ISSN: 0196-9722 (Print), 1087-6553 (Online), Taylor and Francis publishers (2011)
: ISI JCR (2009) 0.780 (2010) 0.662
: [[media:Draft jvaquero 2010.pdf|draft of the paper]]

;G. García, J. Maiora A. Tapia, M. De Blas
:Evaluation of Texture for Classification of Abdominal Aortic Aneurysm
:After Endovascular Repair
:Aceptado en Journal of Digital Imaging (ISI JCR 0.96)

; Ivan Villaverde, Manuel Graña
:Neuro-Evolutionary mobile robot egomotion estimation with a 3D ToF camera
: Neural Computing and applications 20(3): 345-354, [http://dx.doi.org/10.1007/s00521-010-0384-6 DOI]
: ISI JCR (2008) 0.767 (2009) 0.812 (2010) 0.563

==2010==

; Miguel Angel Veganzones, Leonia Nunes, Domingos Lopes, Carmen Hernández and Manuel Graña
: Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches
: [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, December 2010.
: Instituto Nacional de Investigaçao Agraria (Eds.); Portugal.
: ISSN 0870-6352.

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta, Manuel Graña
:Learning hose transport control with Q-learning
: Neural Network World 20(7):913-923 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Alexandre Savio, Juliette Charpentier, Maite Termenón, Ann K. Shinn, Manuel Graña
:Neural classifiers for schizophrenia diagnostic support on diffusion imaging data
: Neural Network World 20(7):935-949 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;E. Irigoyen, M. Larrea, J. Valera, V. Gómez, F. Artaza
:A Neuro‐Genetic Control Scheme application for industrial R^3 workspaces
: Neural Network World 20(7):811-824 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Maiora, J., Garcia, G., Tapia, A., Macia, I., Legarreta, J.H., Paloc, C., De Blas, M. & Grana, M.
:Thrombus Change Detection After Endovascular Abdominal Aortic Aneurysm Repair
:International Journal of Computer Assisted Radiology and Surgery
:Springer-Verlag, 2010, Vol. 5 (Suppl 1), pp. S15

; Iñigo Barandiaran, Celine Paloc, Manuel Graña
:Real-time Optical Markerless Tracking for Augmented Reality Applications
:J Real-Time Image Processing 5(2):129-138 [http://www.springerlink.com/content/1861-8200], doi [http://www.springerlink.com/content/x281360862565132/]
: Impact factor JCR (2010): 0.962

;Z. Echegoyen, I. Villaverde, R. Moreno, M. Graña, A. d’Anjou
:Linked Multi-Component Mobile Robots: modeling, simulation and control
: Robotics and Autonomous Systems 58(12) : 1292-1305
:Impact Factor (2008): 1.214 (2009) 1.361 (2010) 1.313
: DOI [http://dx.doi.org/10.1016/j.robot.2010.08.008]

; Ramón Moreno, Manuel Graña, Ekaitz Zulueta
:An RGB Color Gradient following Color Constancy Preservation
: Electronics Letters 46(13): 908--910
: ISI JCR (2009) 0.970 (2010) 1.001

;Richard J Duro; Manuel Graña Romay; Javier de Lope Asiain,
:On the Potential Contributions of Hybrid Intelligent Approaches to Multicomponent Robotic System Development [[media:14-04-09-Hais2008-Duro.pdf|draft]]
: Information Sciences 180 (14):2635-2648
: DOI [http://dx.doi.org/10.1016/j.ins.2010.02.005]
: Impact factor JCR (2008): 3.095 (2009) 3.291 (2010) 2.833

; Andoni Beristain, Manuel Graña
: A pruning algorithm for Voronoi Skeletons
: Electronics Letters 46(1):39-41
:ISI JCR (2008) 1.140 (2009) 0.970 (2010) 1.001

;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.
:A Lattice Computing approach for On-line fMRI analysis,
:Image and Vision Computing 28(7):1155-1161, July 2010,
: DOI http://dx.doi.org/10.1016/j.imavis.2009.10.004
:ISI JCR (2008) 1.496 (2009) 1.474 (2010) 1.525

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid, N. Vélez de Mendizábal
:Energy efficiency of information transmission by electrically coupled neurons
:Biosystems, Volume 97, Issue 1, July 2009, Pages 60-71
:Impact factor: 1.646

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou
:Energy consumption and information transmission in model neurons
:Chaos, Solitons & Fractals, Volume 40, Issue 1, 15 April 2009, Pages 60-68
:Impact factor: 3.025 (2009) 3.315

;Maite García-Sebastián, Ana Isabel González, Manuel Graña
:An Adaptive Field Rule for Non-parametric MRI Intensity Inhomogeneity Estimation Algorithm [http://dx.doi.org/10.1016/j.neucom.2008.12.034]
:Neurocomputing 72 (2009) 3556–3569
:DOI: doi:10.1016/j.neucom.2008.12.034
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
:JCR (2008) 1.234

;Abdelmalik Moujahid, Blanca Cases, F.J. Olasagasti
:Consensus dynamics in a dolphin social network
:CEUR Workshop Proceedings, vol-442,2 (ISSN 1613-0073)

;Blanca Cases, F.Javier Olasagasti, Abdelmalik Moujahid, Alicia D'Anjou
:Swarm Intelligence: una aplicación a la toma de decisiones colectivas
:CEUR Workshop Proceedings, vol-442,6 (ISSN 1613-0073)

;Andoni Beristain, Manuel Graña.
:Emotion Recognition Based on the Analysis of Facial Expressions.
: New Mathematics and Natural Computation (NMNC), 5(2) pp.513-534 (world scientific press [http://www.worldscinet.com/nmnc/nmnc.shtml])

;Manuel Graña, Ivan Villaverde, José Orlando Maldonado, Carmen Henandez
:Two Lattice Computing approaches for the unsupervised segmentation of Hyperspectral Images
: Neurocomputing, 72(2009):2111–2120
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.06.026

; Manuel Graña
: Special issue on the Lattice Computing and Natural Computing track from JCIS 2007
: Neurocomputing 72:2065–2066
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI http://dx.doi.org/10.1016/j.neucom.2008.11.021

;Maite García-Sebastián, Carmen Hernandez, Alicia d'Anjou
:Robustness of an Adaptive MRI Segmentation Algorithm Parametric Intensity Inhomogeneity Modeling [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V10-4V59VW3-8&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&view=c&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=706b7323a65e4074fdf4015bcb1a34d3]
:Neurocomputing 72 (2009) 2146-2152. [[BibTeX]]
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.07.014

==2008==

;Pablo González-Nalda and Blanca Cases
:Topos: Spiking neural networks for temporal pattern recognition in complex real sounds
:Neurocomputing, (2008) 71(4-6) :721-732
: JCR 2008 1.234 JCR 2009 1.440

;Ivan Villaverde, Zelmar Echegoyen, Manuel Graña
: Neuro-Evolutive system for ego-motion estimation with a 3D camera
: Australian Journal of Intelligent Information Systems, 10(1):59-70
: ISSN 1321-2133

;Israel Rebollo, Manuel Graña
: Aplicaciones de RFID
: Novatica,195:42-46, sept. 2008,

; Jose Orlando Maldonado, Manuel Graña
:Recycled paper visual indexing for quality control
: Expert Systems with Applications, 45(4) pp 8807–8815
: ISI JCR 2007 1.177- 2008 2.596
: http://dx.doi.org/10.1016/j.eswa.2008.11.023

;Sanin, C., Toro, C., Vaquero, J., Szczerbicki, E. Posada, J.
:Implementing Decisional DNA in Industrial Maintenance by a knowledge SOUPA Extension
: Systems Science, Vol. 33 No. 2:61-68
: ISSN: 0137-1223, Wroclaw, Poland 2008.

;Toro, C ,Sanin, C. / Szczerbicki, E. / Posada, J.
: Reflexive Ontologies: Enhancing Ontologies with self-contained queries
:Cybernetics and Systems: An International Journal, 39: 1–19
:ISSN: 0196-9722 print, 1087-6553 online, USA 2008.
: ISI JCR 2006 0.964

;Eloy Irigoyen, Miguel Pinzolas
:Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions
:Neurocomputing, 72; 539-547
:ISSN: 0925-2312
:ISI JCR 2008 1.745
:http://dx.doi.org/10.1016/j.neucom.2007.11.018

==2007==

;Maite Garcia-Sebastián, Elsa Fernandez, M. Graña, Francisco J. Torrealdea
:''A parametric gradient descent MRI intensity inhomogeneity correction algorithm'' (pdf [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-4NT84HV-2&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_searchStrId=940574918&_rerunOrigin=google&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=112b05574e5ac5481a15297bb531da15])
:Pattern Recognition Letters 28(13):1657-1666
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005, 2006, 2007) 0.552, 1.138 0.952 0.853

;Ivan Villaverde, Alicia d'Anjou, M. Graña
:''Morphological Neural Networks and Vision Based Simultaneous Localization and Mapping''
:Integrated Computer-Aided Engineering 14(4):355-363
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.444, JCR 2006 0.236, JCR 2007 0.113, JCR 2008 0.617

;Toro, C. / Posada, J / Oyarzun, J / Falcón, J
: Supporting the CAD Structural Design Process with knowledge based tools,
:Journal of Cybernetics and systems,
:ISBN 1087-6553 (electronic) 0196-9722 (paper), Taylor and Francis publishers, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.681, JCR 2006 0.964, JCR 2007 0.655

;Sanin, C. / Szczerbicki, E. / Toro, C.
: An OWL Ontology of Set of Experience Knowledge Structure
: Journal of Universal Computer Science , Volume 13, number 2, pages 209-223, 2007

; EKAITZ ZULUETA GUERRERO; PEDRO MARIA IRIONDO BENGOA; JOSE MANUEL LOPEZ GUEDE; Ander Etxeberria
: Entropy Analysis for Stochastic System Control
: INTERNATIONAL JOURNAL OF FACTORY AUTOMATION, ROBOTICS AND SOFT COMPUTING 2(2): 88-92

==2006==

;F.J. Torrealdea, A. d'Anjou, Manuel Graña, C. Sarasola
:''Energy aspects of the synchronization of model neurons''
: Physical Review E 74:011905
:Indicadores de calidad (Índice de Impacto o similares): JCR 2006 2.438

;Toro, C. Posada, J Wundrak, S Stork, A
: Improving Virtual Reality Applications in CAD through Semantics,
:The International Journal of Virtual Reality, 2006, volume 5, Number 4, pages 39-46

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2005==

; Gurutze Arzamendi, Alicia d'Anjou, Manuel Graña, José R. Leiza, José M. Asua
: ''Model reduction in emulsion polymerization using hybrid first principles/artificial neural networks models 2a Long Chain Branching Kinetics''
: Macromolecular Theory and Simulations 14:125-132
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 1.544

; C. Sarasola, A. d'Anjou, F.J. Torrealdea, Manuel Graña
: ''Minimization of the energy flow in the synchronization of nonindentical chaotic systems''
: Physical Review E 72:026223
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.418

;C. Sarasola, , A. d'Anjou, F. J. Torrealdea and A. Moujahid
: ''Energy-like functions for some dissipative chaotic systems.''
: Int. J. Bifurcation and Chaos 15(8), 2507-2521
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.845

; A. d'Anjou, C. Sarasola, , F. J. Torrealdea.
: ''On the characterization of different synchronization stages by energy considerations.''
: Journal of Physics: Conference Series, 23, 238–251

;Blanca Cases and Manuel Alfonseca
:Towards a proof of the decidability of the momentary stagnation of the growth function of D0L systems
:Theoretical Computer Science, Volume 341, Issues 1-3, 5 September 2005, Pages 247-262
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2004==

; M. Graña, J. Gallego, C. Hernandez
: ''A Single Individual Evolutionary Strategy for Endmember Search in Hyperspectral Images.''
:Information Sciences, Int. J 161(3-4):181-197
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

;B. Raducanu, Manuel Graña, F.X. Albizuri, A. d'Anjou
: ''A Probabilistic Hit-and-Miss Tranform for Face Localization''
:Pattern Análisis and Applications 7:117-127
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.803

;Elsa Fernandez, Manuel Graña, Jesús Ruiz-Cabello
: ''On a Gradient Based Evolution Strategie For Parametric Illumination Correction''
:Electronics Letters 40(9):531-532
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.968

;Cecilia Sarasola, Francisco J. Torrealdea, Alicia d'Anjou, A. Moujahid, Manuel Graña
: ''Energy balance in feedback synchronization of chaotic systems''
: Physical review E 69-011606
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 2.352

==2003==

; F. Xabier Albizuri, Manuel Graña, Bogdan Raducanu
:Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic
:Computer Communications 26 (2003) 1365–1375
: Indicadores de calidad, JCR (2005) 0.556 (2009) 0.933

; M. Graña, P. Sussner, G.X. Ritter
: [[media:Grana-sussner-ritter-2003-mathware.pdf|Innovative Applications of Associative Morphological Memories]]
: Mathware & Soft Computing 10(3):155-168
: [http://ic.ugr.es/Mathware/index.php/Mathware/issue/view/6 journal web page]

;A. d'Anjou, F. J. Torrealdea, J.R. Leiza, J.M. Asua, G. Arzamendi
: ''Model reduction in emulsion polymerization using Hybrid First-Principles/Artificial Neural Networks models''
: Macromolecular Theory and Simulation 12:42-56
: indicadores de calidad, JCR (2005) 1.544 (2006) 1.073 (2007) 1.792 (2008) 1.912 (2009) 1.683

; C. Sarasola, F.J. Torrealdea, A. d'Anjou, A. Moujahid and M. Graña
: ''Feedback synchronization of chaotic systems''
: Int. J. Bifurcation and Chaos 13(1):177-191
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.014

;B. Raducanu, M. Graña, F.X. Albizuri
: ''Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical Applications''
: Journal of Mathematical Imaging and Vision 9(2):113-131
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.617,2.197

;C. Sarasola, F.J. Torrealdea, A. d’Anjou, A. Moujahid, M. Graña,
: ''Nonzero error synchronization of chaotic systems via dynamic coupling''
: Physica D 177(1-4):39-49
:Indicadores de calidad (Índice de Impacto o similares): JCR 2002,2003:1.144,1.014

;R. Perez de Alejo, J. Ruiz-Cabello, M. Cortijo, I. Rodriguez, I. Echave, J. Regadera, J. Arrazola, P. Avilés, P. Barreiro, D. Gargallo, M. Graña
: ''Computer- Assisted Enhanced Volumetric Segmentation Magnetic Resonance Imaging Data Using a Mixture of Artificial Neural Networks''
: Magnetic Resonance Imaging 21:901-912
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.420

; JOSE MARIA GONZALEZ DE DURANA GARCIA; TEODORO RICO PASTRANA; EKAITZ ZULUETA GUERRERO
: HYBRID MODELING OF OPEN LOOP DC-DC CONVERTERS.
: FACING 11(2): 41--47

==2002==

;C. Sarasola, F.J. Torrealdea, A. d'Anjou, M. Graña
: ''Cost of synchronizing different chaotic systems''
: Mathematics and Computers in Simulation 58:309-327
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005): 0.253,0.554

; Jesús Ruiz-Cabello, Javier Regadera, Carmen Santisteban, Manuel Graña, Rigoberto Pérez de Alejo, Imanol Echave, Pablo Avilés, Ignacio Rodriguez, Inmaculada Santos, Domingo Gargallo, Manuel Cortijo
: ''Monitoring actute inflammatory processes in the mouse muscle by MR imaging and spectroscopy: a comparision with pathological results''
: NMR in Biomedicine 15:204-214
:Indicadores de calidad (Índice de Impacto o similares): JCR (2002,2005) 2.160, 2.469

==2001==

; B. Raducanu, M. Graña, F.X. Albizuri, A. D'Anjou
: ''Face localization based on the morphological multiscale fingerprints''
: Pattern Recognition Letters 22:359-371
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.552, 1.138

;A.I. Gonzalez, M. Graña, J. Ruiz-Cabello, A. d'Anjou
: ''Experimental results of an Evolution-based Adaptation Strategy for VQ Image Filtering'' [[media:IS2001_Evolution_VQfilter.pdf|pdf]]
: Information Sciences, Int. J. 133 (3-4):249-266
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

; M.C. Hernandez, F.X Albizuri, A. d'Anjou, M. Graña, F.J. Torrealdea
: ''Efficient solution of MAX-SAT and SAT via higher order Boltzmann Machines''
: Investigacion Operacional 22(1):67-78
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

;Israel Rebollo, Manuel Graña y Carmen Hernández
:APLICACION DE ALGORITMOS ESTOCASTICOS DE OPTIMIZACION AL PROBLEMA DE LA DISPOSICION DE OBJETOS NO-CONVEXOS. [[http://rev-inv-ope.univ-paris1.fr/files/22201/IO-22201-11.pdf]]
: Investigacion Operacional 22(2):184-192
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

; A. d'Anjou,C. Sarasola, F.J. Torrealdea, R. Orduna, M. Graña
: ''Parameter adaptive identical synchronization disclosing Lorenz chaotic mask''
: Physical Review E E63-046213
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.202, (JCR 2002 2.397)

; S. O. Anchorena, B. Cases
: ''Modeling Chaotic Series by Simple Eco-Grammar Systems with Reproduction, Death and Maturation of Agents.''
: Grammars, vol. 6 num. 3, pp. 155-168 (2003)
: EE: http://www.springerlink.com/content/n68251124147700r/

==2000==

;A.I. Gonzalez, M. Graña, F.X. Albizuri, A. D'Anjou, F.J. Torrealdea
: A Near Real-Time Evolution-based Adaptation Strategy for Dynamic Color Quantization of Image Sequences [[media:IS2000_Evolution_CQ_image_sequence.pdf|pdf]]
: Information Sciences, Int. J. 122:161-183
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.447, 0.723

;J. Ruiz Cabello, I Rodriguez, P. Avilés, M. Graña, I. Echave, J. Regadera, D. Gargallo, M. Cortijo
: Magnetic resonance imaging to monitor the biology of inflammation
: European Biophysics Journal 29(4-5):363
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005) 1.917,1.811
:ISSN: 0175-7571

;I Rodriguez, M. Graña, I. Echave, P. Barreiro, M. Cortijo, J. Ruiz Cabello
: MR image processing using neural networks and vector quantization
: Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA) 11 (supl. 1):143
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.836

;F.X. Albizuri, A.I. Gonzalez, M. Graña, A. D'Anjou
: ''Neural learning for distributions on categorical data''[[media:Albizuri2000_Neural_learning.pdf|pdf]]
: Neurocomputing 34:1-9
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.534, 0.790

==1999==

;J.A. Lozano, P. Larrañaga, M. Graña, F.X. ALbizuri
: ''Genetic Algorithms: bridging the convergence gap''
: Theoretical Computer Science 229:11-22
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;A.I. Gonzalez, M. Graña, M. Cottrell
: ''Basic competitive neural networks as adaptive mechanisms for non-stationary color quantization'' [[media:Ai-gonzalez-neural-computing-appl-1999.pdf|pdf]]
: Neural Computing and Applications 8: 347-367
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.403

==1998==

; A. I. Gonzalez, M. Graña
: ''Una estrategia evolutiva para clustering no estacionario''
: Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2(5): 68-73

;A. I. Gonzalez, M. Graña, A. D'Anjou, F.X. Albizuri, F.J Torrealdea
: ''A comparison of experimental results with a Evolution Strategy and Competitive Neural Networks for near real-time Color Quantization of image sequences'' [[media:AppInt1998_Evol_CNN_CQ_sequences.pdf|pdf]]
: Applied Intelligence 8 (1): 43-51
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.9

==1997==

; M. Graña, A. D´Anjou, F.J. Torrealdea
: User expectations for the intelligent blackboard [[media:M-grana-displays-1997.pdf|pdf]]
: Displays 17 (3-4): 143-146
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor: 0.947, JCR 2007 1.179

; A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri, M. Cottrell
: A sensitivity analysis of the Self Organizing Map as an Adaptive One-pass Non-stationary Clustering algorithm: the case of Color Quantization of image sequences [[media:NPL1997_SOM_onepass_nonstat_clustering.pdf|pdf]]
: Neural Processing Letters 6: 77-89
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.701

; F.X. Albizuri, A. D'Anjou, M. Graña, P. Larrañaga
: Structure of the high-order Boltzmann Machine from Independence Maps
: IEEE trans. Neural Networks 8 (6): 1351-1358
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.205

; M. Graña, A. D'Anjou , F.X. Albizuri, M. Hernandez, F. J. Torrealdea, A.I. Gonzalez
: Experiments of fast learning with High Order Boltzmann Machines [[media:Grana-HOBM-appl-int-1997.pdf|pdf]]
: Applied Intelligence 7 (4): 287-303
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.569

==1996==

; F.X. Albizuri, A. D'Anjou , M. Graña,J.A. Lozano
: Convergence properties of High-Order Boltzmann Machines
: Neural Networks 9(9): 1561-1567
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 1.665

;M. Graña, A. D'Anjou , F.X. Albizuri, J.A. Lozano, P. Larrañaga, Y. Yurramendi, M. Hernandez, J.L. Jimenez, F. J. Torrealdea, M. Poza, A.I. Gonzalez
: Experimentos de aprendizaje con Máquinas de Boltzmann de alto orden [[media:Inf-y-automatica-exp-HOBM-96.pdf|draft]]
: Informática y Automática 29(4): 42-57

==1995==

;A. I. González , M. Graña - A. D'Anjou
: An analysis of the GLVQ algorithm [[media:IEEENN95_analysis_GLVQ.pdf|pdf]]
: IEEE Transactions on Neural Netwoks 6 (4): 1012-1016
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; F. X. Albizuri - A. D'Anjou - M. Graña - F. J. Torrealdea - M. C. Hernández
: The high order Boltzmann machine: learned distribution and topology
: IEEE Transactions. on Neural Networks 6 (3): 767-770
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; M. Graña - A. D'Anjou - A. I. González - F. X. Albizuri - M. Cottrell
: Competitive stochastic neural networks for vector quantization of images [[media:Neurocomputing95_CSNN_VQ.pdf|pdf]]
: Neurocomputing 7: 187-195
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.790

==1993==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Solving satisfiability via Boltzmann machines [[media:Danjou-pami-1993.pdf|pdf]]
: IEEE Transactions on pattern analysis and machine intelligence, 15:514-521
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.923

==1992==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Máquinas de Boltzmann para la resolución del problema de la satisfacibilidad en el cálculo proposicional
: Revista Española de Informática y Automática 24: 40-49

==1987==

;Luis M. Alonso - Manuel Graña
: Formal techniques and concurrent systems
: Communications ACM 30: 752-753
Indicadores de calidad (Índice de Impacto o similares): ISI JCR (2008) 2.646

==1986==

;Manuel Graña - Fco. Javier Torrealdea
: Hierarchically structured Systems [[media:Grana-torrealdaea-1986.zip|scan]] [[media:Grana-torrealdea-1986.pdf|scan compressed]]
: European Journal of Operational Research 25:20-26
Indicadores de calidad ISI JCR: (2008) 1.627,

; Fco. Javier Torrealdea - Manuel Graña - Fernando Ferreres
: A comparison between stochastic and deterministic simulation
: Advances in Modelling and Simulation (AMSE press) 5:15-32
:Indicadores de calidad (Índice de Impacto o similares):

; T. Alvarez - J. J. Dolado - M. Graña - I. Sukia - F. J. Torrealdea
: Una versión de GPSS
: Revista Española de Informática y Automática 19:45-59
: Indicadores de calidad (Índice de Impacto o similares):

==1984==

;Fco. Javier Torrealdea - Manuel Graña
: Some ideas for a history dynamics model.
: Dynamica 10: 103-106 [http://www.systemdynamics.org/dynamica/articles/102/5.pdf]
:Originalmente editada por el Bradford System Dynamics group fue posteriormente asumida por la System Dynamics Society y convertida en la actual The International Journal of System Dynamics, manteniendo los fondos bibliograficos asociados a Dynamica.
: [http://www.systemdynamics.org/conferences/1983/proceed/parallel-vol2/torre913.pdf la publicación en la conferencia de System Dynamics que dió lugar al artículo]

Usuario:Jm.lopez

2011-09-12T13:34:57Z

Jm.lopez: /* Call for papers */

== Research question ==

; Control de sistemas multirobot ligados.

; Control por refuerzo (con y sin modelo).

== Estado burocrático de la tesis ==

;Director: Manuel Graña

; Inscrita la tesis (Manuel Graña)
; DEA realizado

== Call for papers ==

Special Issue on Recognition and Action for Scene Understanding

Scene Understanding has become a popular topic in Computer Science which
combines issues such as attention in cognitive systems, object detection and
recognition, global scene recognition and human sensing. Hence, it involves
joining efforts and sharing knowledge from different research areas such as
Computer Vision, Pattern Recognition, Machine Intelligence, Software
Engineering and Cognitive Sciences. Besides, it is closely related to
several emerging application areas (e.g., smart environments, video
surveillance, visual-based mobile robot navigation, wearable sensors, and
the detection and understanding of events and activities in video data).

This Special Issue is meant to bring together researchers which address the
problem of Scene Understanding from the perspective of the Robotics and
Computer Vision research communities. The topics of the conference include,
but are not limited to:

- perceptual search and attention guidance in scenes,
- multimodal perception,
- spatio-temporal reasoning,
- active spatial exploration,
- object recognition from local features,
- structure for object recognition,
- 3D object recognition,
- object categorization,
- conceptualization and scene classification,
- grammars for objects and scenes,
- objects in context: scenes and objects,
- scene recognition without objects,
- visual localization,
- human behaviour understanding,
- mobile robot navigation: mapping and visual SLAM,
- surveillance,
- smart environments: computational perception of human activities,
- wearable sensors for visually impaired people.

Authors are encouraged to submit their papers electronically by using
online manuscript submission at: http://www.jopha.net

All papers will be rigorously refereed and will undergo a competitive
selection process. Papers already submitted or presented in a Conference may
be submitted for this Special Issue provided the authors have obtained
significant new results or developed significant new methods over and above
what was already submitted or presented at a Conference.

Important Dates

Submission deadline: December 20, 2011
Notification to authors: March 20, 2012
Publication data (tentative): September, 2012
Guest Editors

Antonio Bandera University of Málaga Málaga, Spain ajbandera@uma.es

Jorge Dias Universidade Coimbra Coimbra, Portugal jorge@deec.uc.pt

Francisco Escolano University of Alicante Alicante, Spain
escolano.ua@gmail.com

Usuario:Jm.lopez

2011-09-12T13:34:27Z

Jm.lopez:

== Research question ==

; Control de sistemas multirobot ligados.

; Control por refuerzo (con y sin modelo).

== Estado burocrático de la tesis ==

;Director: Manuel Graña

; Inscrita la tesis (Manuel Graña)
; DEA realizado

== Call for papers ==

Asunto: [Coordinadores-RedAF] Call for Papers: Special Issue on Recognition and Action for Scene Understanding
Para: coordinadores <coordinadores@redaf.es>

Call for Papers

Special Issue on Recognition and Action for Scene Understanding

Scene Understanding has become a popular topic in Computer Science which
combines issues such as attention in cognitive systems, object detection and
recognition, global scene recognition and human sensing. Hence, it involves
joining efforts and sharing knowledge from different research areas such as
Computer Vision, Pattern Recognition, Machine Intelligence, Software
Engineering and Cognitive Sciences. Besides, it is closely related to
several emerging application areas (e.g., smart environments, video
surveillance, visual-based mobile robot navigation, wearable sensors, and
the detection and understanding of events and activities in video data).

This Special Issue is meant to bring together researchers which address the
problem of Scene Understanding from the perspective of the Robotics and
Computer Vision research communities. The topics of the conference include,
but are not limited to:

- perceptual search and attention guidance in scenes,
- multimodal perception,
- spatio-temporal reasoning,
- active spatial exploration,
- object recognition from local features,
- structure for object recognition,
- 3D object recognition,
- object categorization,
- conceptualization and scene classification,
- grammars for objects and scenes,
- objects in context: scenes and objects,
- scene recognition without objects,
- visual localization,
- human behaviour understanding,
- mobile robot navigation: mapping and visual SLAM,
- surveillance,
- smart environments: computational perception of human activities,
- wearable sensors for visually impaired people.

Authors are encouraged to submit their papers electronically by using
online manuscript submission at: http://www.jopha.net

All papers will be rigorously refereed and will undergo a competitive
selection process. Papers already submitted or presented in a Conference may
be submitted for this Special Issue provided the authors have obtained
significant new results or developed significant new methods over and above
what was already submitted or presented at a Conference.

Important Dates

Submission deadline: December 20, 2011
Notification to authors: March 20, 2012
Publication data (tentative): September, 2012
Guest Editors

Antonio Bandera University of Málaga Málaga, Spain ajbandera@uma.es

Jorge Dias Universidade Coimbra Coimbra, Portugal jorge@deec.uc.pt

Francisco Escolano University of Alicante Alicante, Spain
escolano.ua@gmail.com

Usuario:Jm.lopez

2011-09-12T13:33:12Z

Jm.lopez: /* Research question */

Miembros

2011-07-15T10:43:52Z

Jm.lopez:

==Profesorado UPV/EHU==

*[[usuario:fx.albizuri | Albizuri, Xabier]]
*[[usuario:Blancarosa.Cases | Cases, Blanca Rosa]]
*[[usuario:Alicia.danjou | D'Anjou, Alicia]]
*[[usuario:Elsa.Fernandez | Fernández, Elsa]]
*[[usuario:Bortx | Fernandez, Borja]]
*[[usuario:Fernando.Ferreres | Ferreres, Fernando]]
*[[usuario:josune.gallego | Gallego, Josune]]
*[[usuario:AI.Gonzalez | González, Ana Isabel]]
*[[usuario:pablo.gonzalez | González Nalda, Pablo]]
*[[usuario:manuel.grana | Graña, Manuel]]
*[[usuario:mamen.hernandez | Hernández, Mª Carmen]]
*[[usuario:Eloy.irigoyen| Irigoyen, Eloy]]
*[[usuario:joseluis.jimenez | Jiménez, José Luis]]
*[[usuario:juantonio.jimenezdevicuna | Jiménez de Vicuña, Juan Antonio]]
*[[usuario:Eskarne.laizola | Laizola, Eskarne]]
*[[usuario:ispoplek | López de Ipiña, Karmele]]
*[[usuario:jm.lopez | López Guede, José Manuel]]
*[[usuario:jmaiora | Maiora Oria, Josu]]
*[[usuario:mariaeugenia.martinez | Martínez, Maria Eugenia]]
*[[usuario:jibmomoa | Moujahid, Abdelmalik]]
*[[usuario:Francisco.torrealdea | Torrealdea, Francisco Javier]]
*[[usuario:Ekaitz.Zulueta | Zulueta, Ekaitz]]

==Doctorandos==

*[[usuario:pablo.ayala | Ayala, Pablo]]
*[[usuario:Flavio.banterla | Banterla, Flavio]]
*[[usuario:ibarandiaran | Barandiarán, Iñigo]]
* Barroso, Nora
*[[usuario:daria.chizhik | Chyzhyk, Darya]]
*[[usuario:josu.larranaga | Larrañaga, Josu]]
*[[Macia, Ivan ]]
*[[usuario:ion.marques | Marqués, Ion]]
*[[usuario:natafresa | Moreno Jiménez, Ramón]]
*[[usuario:mikel.pajares | Pajares, Mikel]]
*[[usuario:i.rebollo | Rebollo, Israel]]
*[[usuario:Alexsavio | Savio, Alexandre]]
*[[usuario:mai.termenon | Termenón, Maite]]
*[[usuario:maveganzones | Veganzones, Miguel Ángel]]
*[[usuario:David.vicente | Vicente, David]]
* Larrea, Mikel
* Martínez, Raquel

==Doctores egresados que no son profesores de la UPV/EHU==

*[http://www.cvc.uab.es/personal2.asp?id=287 Bogdan Raducanu]
*[[usuario:orlmaldonado | Maldonado, Orlando]] actualmente en la Universidad de Pamplona en Colombia
* Imanol Echave, trabaja en RSI internacional con sede en Paris.
*[[usuario:Andoni.beristain | Beristain, Andoni]] actualmente en Vicomtech
*[[usuario:zechegoyen | Echegoyen, Zelmar]] actualmente en Tecnalia.
*[[usuario:Ctoro | Toro, Carlos]] en Vicomtech
*[[usuario:maitelasarte | García-Sebastián, Maite]]
*[[usuario:ivan.villaverde | Villaverde, Ivan]], actualmente en Tecnalia.

==Grupos y personas con las que el grupo mantiene contacto==

* Amparo Alonso Betanzos [http://aliana.dc.fi.udc.es/www-lidia/]
* [http://bisite.usal.es/ Biomedicina, Sistemas Informáticos Inteligentes y Tecnología Educativa (BISITE)]
** Juan Corchado
* [http://gti.upf.edu/catala/equip/00index_html Josep Blat]
* [http://www.icm.csic.es/ Instituto de Ciencias del Mar, CSIC]
** Emilio R. García Ladona
* Maria Gabriela Chotro
* [http://www.cvc.uab.es/ Computer Vision Center]
** Bogdan Raducanu
** Juan J. Villanueva
** [http://www.cvc.uab.es/personal2.asp?id=76 Jordi Vitriá]
* Javie de Lope Asian, UPM, [http://www.dia.fi.upm.es/~jdlope/publications.html]
* [http://www2.ubu.es/gicap/ Emilio Corchado]
* [http://home.utad.pt/~floresta Departamento Florestal - Universidade de Trás-os-Montes e Alto Douro]
** Domingos Lopes
** Leonia Nunes
* Depto. Tecnología Informática y Computación, Universidad de Alicante
** [http://www.dtic.ua.es/~jgarcia José García]
* [http://www.gii.udc.es Grupo Integrado de Ingeniería, Universidad de A Coruña]
** Richard J. Duro

*INSTEC [http://www.instec.cu/]
* [http://gici.uab.es/index.html Group of Interactive Coding of Images]
** Joan Serra
* [http://www.ucm.es/info/QCAFCAII/grupos%20de%20investigacion.htm Instituto de Estudios Biofuncionales UCM]
** Manuel Cortijo
** Jesús Ruíz-Cabello
* [http://www.innovaevision.com/ Innovae Vision]
* [http://iiu.teikav.edu.gr/users/vgkabs Vassilis G. Kaburlasos]

* [http://www.fmri.uji.es/ Laboratorio de Neuroimagen funcional UJI] [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=408 en el groupware]
** Cesar Avila
* Amaury Lendasse
* [http://www2.hud.ac.uk/staffprofiles/staffcv.php?staffid=67 Joan Lu]
* [http://www.umbc.edu/rssipl/people/aplaza/ Antonio Plaza] [http://www.unex.es/investigacion/grupos/hypercomp Grupo Hypercomp, Universidad de Extremadura]
* [http://www3.uji.es/~pobil/ Angel P. del Pobil]
* [http://atc.ugr.es/~aprieto/ Alberto Prieto]
* [http://www.upriss.org.uk/top/research.html Uta Priss]
* [http://www.ccd.uab.es/~josep/ Josep Rifá]
* [http://www.cise.ufl.edu/~ritter/ Gerhard X. Ritter]
*[http://samos.univ-paris1.fr/spip/ SAMOS Universite Paris 1]
** [http://samos.univ-paris1.fr/spip/COTTRELL-Marie?var_recherche=marie%20cottrell Marie Cottrell]

* Ann K. Shinn [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=406 sobre los datos]
* [http://www.ime.unicamp.br/~sussner/ Peter Sussner]
* Harri Valpola
* [http://www.dice.ucl.ac.be/~verleyse/ Michael Verleysen]
*P.P. Wang, Duke University, Prof. emeritus

==Visitantes==
; Provenientes del [http://www.isbs.fr/ ISBS] de la Universidad Paris XII

* Mayo-Julio 2008: Jean Luc Lor, Charlotte Rosak [[lor-rosak-working-page|Working page]] sus cosas en el groupware están en[http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=137] Cosas de skull stripping [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=124&query=skull%2Bstripping]
* Mayo-Julio 2010: Juliette Charpentier, trabajando sobre imagen de resonancia magnética de difusión DTI

==Redes de las que el grupo es miembro==
* [http://www.redaf.es/ Red de Agentes Físicos] (Miembro del GIC de contacto con la red: José Manuel López Guede)

Miembros

2011-07-15T10:43:02Z

Jm.lopez:

Miembros

2011-07-15T10:39:17Z

Jm.lopez:

Capítulos de Libro

2011-07-13T08:02:16Z

Jm.lopez: /* 2011 */

==2011==

; Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña.
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6687/2011, 120-127, DOI: 10.1007/978-3-642-21326-7_14
: José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)
: ISBN 978-3-642-21325-0

; Ion Marqués, Manuel Graña.
: [[Media:iwinac2011_ion.pdf | "Experiments on Lattice Independent Component Analysis for Face Recognition."]]
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6678, pp.286-294, DOI: [http://dx.doi.org/10.1007/978-3-642-21326-7_31 10.1007/978-3-642-21326-7].
: J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)
: ISBN 978-3-642-21325-0

; Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu.
: [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 101-104
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 93-96
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data"]]
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

; Darya Chyzhyk, Manuel Graña
: Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
: Conference on Soft Computing Models in Industrial and Environmental Applications ([http://soco.usal.es/ SOCO 2011]), Salamanca, Spain. 6-8th April, 2011.
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

; Maite Termenon, Manuel Graña
: Further results on Alzheimer Disease Detection on structural MRI features
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 515-522, DOI: 10.1007/978-3-642-19644-7_54
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

;Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña
:"Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

;Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani
:"Image Segmentation by Spherical Coordinates" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A Hybrid Color Distance for Image Segmentation".Part II, Hybrid Artificial Intelligence Systems LNAI 6679, pp. 447–454, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] ISBN:978-3-642-21218-5

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
: "Empirical Study of Q-Learning Based Elemental Hose Transport Control".
: Proceedings of the [http://hais.pwr.wroc.pl/ HAIS'11], Part II
: Lecture Notes in Computer Science, 2011, Volume 6679/2011, 455-462, DOI: 10.1007/978-3-642-21222-2
: Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21218-5

;Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A geometrical method of diffuse and specular image components separation". Advances in Computational Intelligence,Lecture Notes in Computer Science, 2011, Volume 6692/2011, 83-89, Eds:J.Cabestani, I.Rojas and G.Goya. DOI: 10.1007/978-3-642-21498-1_11 ISBN:978-3-642-21497-4

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
: "Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems"
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, Volume 6686/2011, 148-155, DOI: 10.1007/978-3-642-21344-1_16
: Editors: José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21343-4

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
: "Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems"
: Proceedings of the [http://hais.pwr.wroc.pl/ HAIS'11], Part II
: Lecture Notes in Computer Science, 2011, Volume 6679/2011, 463-470, DOI: 10.1007/978-3-642-21222-2_56
: Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-21218-5

==2010==

;Moujahid, A.; d'Anjou, A.; Torrealdea, F.J.; Torrealdea, F.
:Energetic considerations on the dynamics of Hodgkin-Huxley neurons
:On page(s): 3156 - 3163
:Location: Yantai, Shandong
:ISBN: 978-1-4244-5958-2
:INSPEC Accession Number: 11554266

; Ion Marques, Manuel Graña
: Face processing for security: a short review
: A. Herrero, E. Corchado, C. Redondo, A. Alonso (eds) Computational Intelligence in Security for Information Systems 2010, Adv. Int. and Soft Computing, vol. 85, Springer Verlag, 2010
: pp. 89-96
: ISBN 978-3-642-16625-9

; Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña
: Multi-Robot Systems Control Implementation
: Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.
: ISBN 978-953-307-104-6

; C. Hernandez, . Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes
: Biomass estimation: a case study in a forest area of northern Portugal
: D. Lopes et al. (eds) Mixed and pure forest in a changing world,
: Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

;Darya Chyzhyk, Maite Termenon, and Alexandre Savio
:A Comparison of VBM results by SPM, ICA and LICA.
:Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
: ISBN 978-3-642-13802-7

;Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta
:''Lattice Independent Component Analysis for mobile robot localization''
:In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). [http://dx.doi.org/10.1007/978-3-642-13803-4_42 DOI]

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN-13 978-3-642-15383-9
: [[media:Kes-2010-i-macia.pdf|slides]]

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Miguel A. Veganzones, Carmen Hernández
:[[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta
: Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect
: Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79
: ISBN 978-3-642-13768-6 : DOI: 10.1007/978-3-642-13769-3_9

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics, [http://www.youtube.com/watch?v=PKN-n9XuU3k]
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]] [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf | slides]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==

;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

;José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña
:[[Media:Jic07-maldonado.pdf | "Spectral indexing for Hyperspectral image CBIR"]]
:ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

==2005==

;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Capítulos de Libro

2011-05-16T13:29:03Z

Jm.lopez: /* 2011 */

==2011==

; Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu.
: [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 101-104
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 93-96
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data"]]
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

; Darya Chyzhyk, Manuel Graña
: Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
: Conference on Soft Computing Models in Industrial and Environmental Applications ([http://soco.usal.es/ SOCO 2011]), Salamanca, Spain. 6-8th April, 2011.
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

; Maite Termenon, Manuel Graña
: Further results on Alzheimer Disease Detection on structural MRI features
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

;Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña
:"Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

;Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani
:"Image Segmentation by Spherical Coordinates" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A Hybrid Color Distance for Image Segmentation".Part II, LNAI 6679, pp. 447–454, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11]

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
:"Empirical Study of Q-Learning Based Elemental Hose Transport Control". Part , LNAI , pp. --. Springer, Heidelberg (2011)

;Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A geometrical method of diffuse and specular image components separation". IWANN 2011, Part II, LNCS 6692, pp. 83–89, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11]

==2010==

;Moujahid, A.; d'Anjou, A.; Torrealdea, F.J.; Torrealdea, F.
:Energetic considerations on the dynamics of Hodgkin-Huxley neurons
:On page(s): 3156 - 3163
:Location: Yantai, Shandong
:ISBN: 978-1-4244-5958-2
:INSPEC Accession Number: 11554266

; Ion Marques, Manuel Graña
: Face processing for security: a short review
: A. Herrero, E. Corchado, C. Redondo, A. Alonso (eds) Computational Intelligence in Security for Information Systems 2010, Adv. Int. and Soft Computing, vol. 85, Springer Verlag, 2010
: pp. 89-96
: ISBN 978-3-642-16625-9

; Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña
: Multi-Robot Systems Control Implementation
: Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.
: ISBN 978-953-307-104-6

; C. Hernandez, . Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes
: Biomass estimation: a case study in a forest area of northern Portugal
: D. Lopes et al. (eds) Mixed and pure forest in a changing world,
: Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

;Darya Chyzhyk, Maite Termenon, and Alexandre Savio
:A Comparison of VBM results by SPM, ICA and LICA.
:Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
: ISBN 978-3-642-13802-7

;Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta
:''Lattice Independent Component Analysis for mobile robot localization''
:In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). [http://dx.doi.org/10.1007/978-3-642-13803-4_42 DOI]

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN-13 978-3-642-15383-9
: [[media:Kes-2010-i-macia.pdf|slides]]

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Miguel A. Veganzones, Carmen Hernández
:[[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta
: Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect
: Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79
: ISBN 978-3-642-13768-6 : DOI: 10.1007/978-3-642-13769-3_9

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics, [http://www.youtube.com/watch?v=PKN-n9XuU3k]
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]] [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf | slides]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==

;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

;José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña
:[[Media:Jic07-maldonado.pdf | "Spectral indexing for Hyperspectral image CBIR"]]
:ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

==2005==

;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Capítulos de Libro

2011-05-16T13:27:09Z

Jm.lopez: /* 2011 */

==2011==

; Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu.
: [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 101-104
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]]
: Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
: P. soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 93-96
: ISBN 978-92-79-19708-6

; Miguel A. Veganzones, Manuel Graña
: [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data"]]
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

; Darya Chyzhyk, Manuel Graña
: Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
: Conference on Soft Computing Models in Industrial and Environmental Applications ([http://soco.usal.es/ SOCO 2011]), Salamanca, Spain. 6-8th April, 2011.
: Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57
: Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak
: Publisher: Springer Berlin / Heidelberg
: ISBN: 978-3-642-19643-0

; Maite Termenon, Manuel Graña
: Further results on Alzheimer Disease Detection on structural MRI features
: Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)]

;Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña
:"Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

;Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani
:"Image Segmentation by Spherical Coordinates" . Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A Hybrid Color Distance for Image Segmentation".Part II, LNAI 6679, pp. 447–454, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11]

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
"Empirical Study of Q-Learning Based Elemental Hose Transport Control". Part , LNAI , pp. --. Springer, Heidelberg (2011)

;Ramón Moreno, Manuel Graña, Alicia d'Anjou
:"A geometrical method of diffuse and specular image components separation". IWANN 2011, Part II, LNCS 6692, pp. 83–89, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11]

==2010==

;Moujahid, A.; d'Anjou, A.; Torrealdea, F.J.; Torrealdea, F.
:Energetic considerations on the dynamics of Hodgkin-Huxley neurons
:On page(s): 3156 - 3163
:Location: Yantai, Shandong
:ISBN: 978-1-4244-5958-2
:INSPEC Accession Number: 11554266

; Ion Marques, Manuel Graña
: Face processing for security: a short review
: A. Herrero, E. Corchado, C. Redondo, A. Alonso (eds) Computational Intelligence in Security for Information Systems 2010, Adv. Int. and Soft Computing, vol. 85, Springer Verlag, 2010
: pp. 89-96
: ISBN 978-3-642-16625-9

; Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña
: Multi-Robot Systems Control Implementation
: Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.
: ISBN 978-953-307-104-6

; C. Hernandez, . Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes
: Biomass estimation: a case study in a forest area of northern Portugal
: D. Lopes et al. (eds) Mixed and pure forest in a changing world,
: Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

;Darya Chyzhyk, Maite Termenon, and Alexandre Savio
:A Comparison of VBM results by SPM, ICA and LICA.
:Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
: ISBN 978-3-642-13802-7

;Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta
:''Lattice Independent Component Analysis for mobile robot localization''
:In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). [http://dx.doi.org/10.1007/978-3-642-13803-4_42 DOI]

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN-13 978-3-642-15383-9
: [[media:Kes-2010-i-macia.pdf|slides]]

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Miguel A. Veganzones, Carmen Hernández
:[[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta
: Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect
: Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79
: ISBN 978-3-642-13768-6 : DOI: 10.1007/978-3-642-13769-3_9

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics, [http://www.youtube.com/watch?v=PKN-n9XuU3k]
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]] [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf | slides]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==

;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

;José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña
:[[Media:Jic07-maldonado.pdf | "Spectral indexing for Hyperspectral image CBIR"]]
:ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

==2005==

;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Ponencias en congresos

2011-05-16T13:23:11Z

Jm.lopez: /* 2011 */

== 2011 ==
* "Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots" Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* "Experiments on Lattice Independent Components Analisys for Face Recognition." Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.
* "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* Further results on Alzheimer Disease Detection on structural MRI features. Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* "Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* "Image Segmentation by Spherical Coordinates" Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* "A Hybrid Color Distance for Image Segmentation" Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* "A geometrical method of diffuse and specular image components separation" Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]]
* "Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems" Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. IWINAC 2011, Part I, LNCS 6686, pp. 148--155. Springer, Heidelberg [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* "Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems" Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña.HAIS 2011, Part II, LNAI 6679, pp. 463--470. Springer, Heidelberg (2011) [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* "Empirical Study of Q-Learning Based Elemental Hose Transport Control" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* "Deformation based features for Alzheimer's disease detection with linear SVM." Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* "A hybrid system for survival analysis after EVAR treatment of AAA" Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Archivo:Slides HAIS11-LMCRS-QLearning-JM.pdf

2011-05-16T13:18:58Z

Jm.lopez:

Ponencias en congresos

2011-05-16T13:17:16Z

Jm.lopez: /* 2011 */

== 2011 ==
* "Topos 2: Spiking Neural Networks for bipedal walking in humanoid robots" Pablo Gonzalez Nalda, Blanca Cases, HAIS 2011, Wroclaw 23-May-2011 [[media:PGonzlezNaldaHAIS2011slides.pdf|slides]]
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.
* "Experiments on Lattice Independent Components Analisys for Face Recognition." Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.
* "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]
* "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]
* Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]
* Further results on Alzheimer Disease Detection on structural MRI features. Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]
* Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]]. [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].
* "Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11]
* "Image Segmentation by Spherical Coordinates" Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf | Slides]]
* "A Hybrid Color Distance for Image Segmentation" Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]
* "A geometrical method of diffuse and specular image components separation" Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]]
* "Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems" Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. IWINAC 2011, Part I, LNCS 6686, pp. 148--155. Springer, Heidelberg [[media:Borja.IWINAC2011.Slides.pdf|slides]]
* "Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems" Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña.HAIS 2011, Part II, LNAI 6679, pp. 463--470. Springer, Heidelberg (2011) [[media:Borja.HAIS2011.Slides.pdf| Slides]]
* "Empirical Study of Q-Learning Based Elemental Hose Transport Control" Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta. HAIS 2011, Part , LNAI , pp. --. Springer, Heidelberg (2011) [[media:slides_HAIS11-LMCRS-QLearning-JM.pdf| Slides]]
* "Deformation based features for Alzheimer's disease detection with linear SVM." Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)
* "A hybrid system for survival analysis after EVAR treatment of AAA" Josu Maiora, Manuel Graña.Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Josu.pdf | Slides]]

==2010==

*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]

*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]

*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO, Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]

* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/ Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,

*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]] [[media:PaamsRamonSlides.pdf|Slides]]
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]

*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010
*Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]

==2009==

* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña, IDEAL 2009, 24 sept. 2009, Burgos
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña, IDEAL 2009, 24 sept. 2009, Burgos
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera, IWINAC 2009, Santiago de Compostela, June 2009
* Manuel Graña, Zelmar Echegoyen, Alicia d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose, IWINAC 2009, Santiago de Compostela, June 2009
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI, IWANN2009, Salamanca, June 2009
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation, HAIS09, Salamanca, June 2009
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.

== 2008 ==

*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008

* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008

* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008,

* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008" invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]]

* ''An approach from Lattice Computing to fMRI analysis'' [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]

* "Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos" (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao

* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008

* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted

* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7

* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008

* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008

* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27

* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the "2nd Workshop on Computational Intelligence - JIC'08" in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Random Forest Classifiers for Real-Time Optical Markerless Tracking" In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.

* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: "Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching" WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008

* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: "Energy and correlation analysis of identical coupled chaotic systems" In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).

Capítulos de Libro

2010-11-04T10:02:24Z

Jm.lopez: /* 2010 */

==2010==
; Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña
: Multi-Robot Systems Control Implementation
: Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.
: ISBN 978-953-307-104-6

; C. Hernandez, . Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes
: Biomass estimation: a case study in a forest area of northern Portugal
: D. Lopes et al. (eds) Mixed and pure forest in a changing world,
: Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

;Darya Chyzhyk, Maite Termenon, and Alexandre Savio
:A Comparison of VBM results by SPM, ICA and LICA.
:Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2
: ISBN 978-3-642-13802-7

;Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta
:''Lattice Independent Component Analysis for mobile robot localization''
:In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). [http://dx.doi.org/10.1007/978-3-642-13803-4_42 DOI]

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN-13 978-3-642-15383-9
: [[media:Kes-2010-i-macia.pdf|slides]]

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Miguel A. Veganzones, Carmen Hernández
:[[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta
: Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect
: Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79
: ISBN 978-3-642-13768-6 : DOI: 10.1007/978-3-642-13769-3_9

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics, [http://www.youtube.com/watch?v=PKN-n9XuU3k]
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==
;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

==2005==
;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Capítulos de Libro

2010-07-30T06:45:54Z

Jm.lopez: /* 2010 */

==2010==

;I. Macía, M. Graña, and C. Paloc
:Towards a Proposal for a Vessel Knowledge Representation Model
:R. Setchi et al. (Eds.): KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)
: ISBN

;Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain
:Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI
:in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101
:2010 Bentham Science Publishers

; Ramón Moreno, J.M. López-Guede, Alicia d'Anjou
: Hybrid Color Space Transformation to Visualize Color Constancy.
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_30

; José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna
: Neuronal Implementation of Predictive Controllers
: Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2
: ISBN 978-3-642-13802-7 : DOI: 10.1007/978-3-642-13803-4_39

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A image color Gradient Preserving Color constancy
: FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain ([[media:Wcci2010ramon.pdf |Download slides]])
: ISBN 978-1-4244-6920-8

;Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases
:Percolating Swarm Dynamics,
:N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545
:ISBN 978-3642130328

;Andoni Beristain Iraola, Manuel Graña Romay
:Interactive Multimedia Tabletops (IMT) for Casual Users
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo
:Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;N. Barroso, K. Lopez de Ipiña, A. Ezeiza
:Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero
:A Computer-Aided Decision Support System for Shoulder Pain Pathology
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Moujahid, A. D’Anjou, F.J. Torrealdea
:Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio
:An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Ramón Moreno, Manuel Graña, Alicia d'Anjou
: A color transformation for robust detection of color landmarks in robotic contexts
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

;Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña
:Experiments on Robotic Multi-agent System for Hose Deployment and Transportation
: in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580
: ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

; Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou
:Further results on swarms solving Graph Coloring
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)
: ISBN 978-3-642-12178-4

; Andoni Beristain, Manuel Graña
: An stable skeletonization for tabletop gesture recognition
:D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)
:ISBN 978-3-642-12155-5

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid
:Computing the energy cost of the information transmitted by model biological neurons
:AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253
:ISBN: 978-0-7354-0685-8

;Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña
:Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching
:Selected Readings in computer graphics, pp. 418-427
: Fraunhofer Institute for Computer Graphics Research

;Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones
: Economical Implementation of Control Loops for Multi-Robot Systems
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp.1053-1059

;Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña
:Towards the adaptive control of a multirobot system for an elastic hose
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp. 1045-1052

;Ivan Villaverde, Zelmar Echegoyen and Manuel Graña
:Neuro-Evolutive system for ego-motion estimation with a 3D camera.
: Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg
:ISBN 978-3-642-02489-4.
:pp 1021-1028

;Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García
:Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach [[media:IMacia IDEAL2009 Segmentation of AAAs in CT Images.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.664-671

;Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña
:Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:IDEAL-2009-Maiora.pdf|draft]]
:Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.656-663

;Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña
:An automatic segmentation and reconstruction of mandibular structures from CT-data [[media:IDEAL-2009-V3(No Software)Barandiaran.pdf|draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.649-655

;Alexandre, Manhaes Savio, Maite, García-Sebastián, Carmen, Hernández, Manuel, Graña, Jorge, Villanúa,
: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:GarciaSebastianSavio-VBM SPM ANN-IDEAL2009.pdf | draft]]
: Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,
: IISBN 978-3-642-04393-2
:ISSN 0302-9743
:pp.641-648

; Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou
:Chaotic patterns in crowd simulation
: Proc ECAL 2009, pp ***
: ISBN pending

;Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez
: Lattice Independent Component Analysis for fMRI analysis [[media:Grana-icann-2009.pdf|draft]] [[media:ICANN-2009-Grana.pdf|slides]]
: M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734
: ISBN 978-3-642-04276-8

;Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez
: Bayesian Reflectance Component Separation. [[media:KES2009-DRM.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852
: ISBN 978-3-642-04591-2

;Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki
: Domain modeling based on Engineering Standards. [[media:KES2009 ctoroV9.pdf|draft]]
: Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102
: ISBN 978-3-642-04594-3

;Ivan Villaverde, Manuel Graña
:An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398
: ISBN 978-3-642-02266-1

; Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
: On the control of a multi-robot system for the manipulation of an elastic hose
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389
: ISBN 978-3-642-02266-1

;Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
: Results of an Adaboost approach on Alzheimer's Disease detection on MRI [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-2009.pdf|slides]]
: J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123
: ISBN 978-3-642-02266-1

; Carlos Toro, Manuel Graña, Jorge Posada
:An architecture for the Semantic Enhancement of Virtual Engineering Applications
:Intelligent Systems for Knowledge Management,
: Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009
: ISBN 978-3-642-04169-3

; Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa
:On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [http://www.springerlink.com/content/p101v5833k55512g/?p=d18ee031594e45ff9562cd2b97980b2c&pi=119]
:Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)
: Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964
: ISBN 978-3-642-02477-1

;Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández
:Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation [[media:HAIS-2009-grana-kalman-draft.pdf|draft]] [[media:HAIS-2009-kalman-presentacion.pdf|slides]]
: 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)
: E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128
: ISBN 978-3-642-02318-7

==2008==

;E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio
:A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES
: INTED2008 Proceedings
:L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)
:International Association of Technology, Education and Development , IATED, Valencia
:ISBN: 978-84-612-0190-7

;B. Cases, C. Hernandez, M. Graña, A. d'Anjou.
:On the ability of Swarms to compute the 3-coloring of graphs.
:In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008
: ISBN 978-0-262-75017-2,

;Ivan Villaverde and Manuel Graña,
: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664
: ISBN 978-3-540-87655-7

; Ramón Moreno, Alicia d’Anjou and Manuel Graña,
:Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672
: ISBN 978-3-540-87655-7

; José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,
: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679
: ISBN 978-3-540-87655-7

;R.J. Duro, M. Graña and J. de Lope,
:On the need of Hybrid Intelligent Systems in Modular and Multi Robotics
: Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648
: ISBN 978-3-540-87655-7

; Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez
: An approach from Lattice Computing to fMRI analysis [[Media:Proceedings-cla2008-workshop.pdf|pdf]]
: LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44
: ISBN 978–80–244–2112–4

; Miguel Angel Veganzones, Manuel Graña
: Endmember extraction methods: a short review
: I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.
: ISBN 978-3-540-85566-8

;M. Graña.
:A Brief Review of Lattice Computing [[media:WWCI-2008-lattice-computing-review-draft.pdf|draft]]
:Proceedings FUZZ-IEEE 2008, pp.1777-1781
:ISBN 978-1-4244-1819-0

;Maite García-Sebastián, A. M. Savio, M. Graña.
:Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm
: Proceedings CEC 2008, pp.4146-4150
:ISBN 978-1-4244-1822-0

;Diego Sal, Manuel Graña
:''A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60
: ISBN 978-3-540-79352-6

; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña
:''On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images''
: Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111
: ISBN 978-3-540-79352-6

==2007==

; M. Graña
:''State of the art in lattice computing for artificial intelligence applications''
: Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds), pp. 233--242
: New Delhi, India:Narosa Publishing House
:ISBN 978-81-7319-882-3

;I. Villaverde, M. Graña, A. d'Anjou
:''Morphological Independence for Landmark Detection in Vision Based SLAM''
:Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds), LNCS 4507, Springer Verlag, Heidelberg, pp. 837-844
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña
:''Derivation of SOM-like rules for intensity inhomogeneity correction in MRI''
:Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402
:ISBN 3-540-73006-0
:ISSN 0302-9743

;Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri
:''Convex coordinates from lattice independent sets for visual pattern recognition''
:Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126
:ISBN 978-3-540-72686-9

;Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña
:''Modeling a Legged Robot for Visual Servoing'' [[media:Presentacion-ICCSA-2007-zelmar.pdf|slides]] [[media:Iccsa-2007-aibo-zelmar.pdf|draft]]
:Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810
:ISBN 978-3-540-74482-5

;Maite García-Sebastián, Manuel Graña
:''SOM for intensity inhomogeneity correction in MRI''
:ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114
:ISBN 2-930307-07-2

;Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
:''A Remote Mycological Assistant''
:IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki (eds), IEEE Press, pp. 408-412
:ISBN 1-4244-1348-6

;I. Villaverde, M. Graña, J.L. Jimenez
:''Lattice Independence and Vision Based Mobile Robot Navigation''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203
:ISBN 978-3-540-74826-7

;Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña
:''Contribution to legged robot visual servoing''
:Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186
:ISBN 978-3-540-74826-7

;I. Cearreta, J.M. López, K. López de Ipiña, M. Hernandez, N. Garay, M. Graña, A. Álvarez
:''Affective Computing as a component of Ambient Intelligence''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1580-1586
:ISBN 978-981-270-967-7

;M. Graña, J.L. Jimenez, C. Hernandez
:''Lattice Independence, Autoassociative Morphological Memories and unsupervised segmentation of Hyperspectral Images''
:INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang, Paul P. Wang (eds), Singapore: World Scientific, pp: 1624-1631
:ISBN 978-981-270-967-7

;Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
:''Visual texture characterization of recycled paper quality''
:Innovations in Hybrid Intellligent Systems, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295
:ISBN 978-3-540-74971-4

; Israel Rebollo, Manuel Graña
: Gestión Multiagente de Almacenes Usando RFID
: 1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel Chavira, Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS), pp. 7--12
:ISBN 978-84-612-0542-4

==2006==
;Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña
:''SOM and Neural Gas as Graduated Nonconvexity Algorithms''
:The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.
:ISBN 3-540-34075-0

;C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay
:''On Clustering Performance Indices for Multispectral Image''
:Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.
:ISBN 978-3-540-46542-3

==2005==
;Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea
:''A gradient descent MRI illumination correction algorithm''
:Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.
:ISBN 3-540-26208-3

Proyectos fin de carrera dirigidos

2008-03-17T12:40:53Z

Jm.lopez: /* 2007/2008 */

== 2007/2008==

;Dirigidos por Manuel Graña Romay

* Jose Ezquerro Caro ''Sistema de monitorización dinámica de personas: detección de parpadeo'' '''nota''': 9.0

* Jorge Barrio Moreno ''Análisis de imagenes de lenguage de gestos: procesos de eliminación de fondo robustos'' '''nota''': 6.0

* Alberto Martínez Ruiz ''Construcción y control de una cabeza robotizada'' '''nota''': pendiente de evaluación

* Alexander Rodriguez Rementería ''Problemas y soluciones de gestión documental'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen;

* Alfredo Dufur Otheguy ''Fabrikazio sistema baten analisi kuantitatiboa''

* Ruben Hernandez Roscales ''Beso robotiko bati ikusmen sistema integratzea'' : pendiente

* Miren Berasategui Echeverria ''Dispositibo mugikorretarako Web plataformaren garapena'' : pendiente

* Mikel Arregi Etxaniz ''Ikastetxe baten azpiegitura informatikoa garatzea'' : pendiente

;Dirigidos por Juan Antonio Jimenez de Vicuña Lerga

*

;Dirigidos por José Manuel López Guede

* Arrate Monreal Iriondo, Sheila Guinaldo Alonso. ''Implementación hardware de redes neuronales artificiales''

* Aitziber Uzquiano Valle, Raúl Vélez de Mendizabal. ''Implementación de un controlador flexible en lazo cerrado dirigido por ordenador''

== 2006/2007 ==

; Dirigidos por Manuel Graña Romay

* Marta García Tapia ''Reconocimiento de objetos: aplicación de LabView'' '''nota''': 6.0

* Iñaki Hernández García ''Algoritmos de autocalibracion de cámaras'' '''nota''': 8.0

* Diego Sal Díaz ''Algoritmos de optimización multiobjetivo para watermarking'' '''nota''': Matricula de Honor

* Jorge Vitorica Mata ''Vision artificial para inspección de lineas de producción'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Iñigo Paniagua Gonzalez ''Programazio konkurrenteko teknika batzuk kontrol sistemetarako''

* Aitor Juaristi Garcia ''Uzkurtuen eraldaketa makinen trazabilitate sistemak''

* Garai Alberdi Txintxurreta ''Gestión de polivalencias de operarios''

;Dirigidos por José Manuel López Guede

* Aitor Cabero Couto, Joseba Galisteo Alcalde. ''Gestock, Aplicación web para la gestión de almacenes''

== 2005/2006 ==

;Dirigidos por Manuel Graña Romay

* Alexandre Manhaes Savio ''Experimento de reconocimiento visual del habla de sordomudos'' '''nota''':Matricula de Honor

* Ramón Moreno Jimenez ''Reconocimiento micologico visual'' '''nota''': 10.0

* Susana Valverde Herranz ''Reconocimiento de texturas'' '''nota''': Matricula de Honor

* Ainhoa Pelaez Ayuso ''Watermarking de imágenes médicas'' '''nota''': 5.0

* Jose Antonio Silva de la Peña ''Algoritmos de watermarking basados en wavelets'' '''nota''': Matricula de Honor

* Miguel Angel Mugica Puente ''Servicio web de gestión comunitaria de generación de opinión'' '''nota''': 5.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Jon Galipienzo Labrador ''MRP kontrol eta plangintza industria automatizazioan''

* Ortzi Del Villar Larrea ''Gertaera diskretuko sistemak automatizatzeko kontrolagailu orokorra''

* Jorge Martín del Río ''Automatización en la planificación de procesos''

;Dirigidos por Carmen Hernández

* Jon Esnal Andres. ''MAYA Modelatzaile Solidoaren Azterketa.''

* Ana M. Martín Antúnez. ''Visualización de puzzles 3D.''

* Jose Javier Monasterio Estebanez. ''Estudio e implementación de un sistema centralizado para el control de luces de escenario.''

* Iurgi Gamboa Zalbide. ''Algoritmo Genetikoak Egituren bilaketarako.''

;Dirigidos por Eloy Irigoyen

* Álvaro Medina Franco. ''Portal WEB formativo integrado con aplicaciones MATLAB''. '''nota:''' 8.0

* Mikel Larrea Sukia. ''Sistema de control basado en redes neuronales''. '''nota:''' 8.0

* Andoni Etxezarreta. ''Diseño e implantación de un sistema de trazabilidad y control de pruebas''. '''nota:''' 9.0

;Dirigidos por José Manuel López Guede

* David Moreno López. ''Migración de Visual Basic sobre Access a aplicación web sobre Oracle''.

==2004/2005==

;Dirigidos por Carmen Hernández

* Xavier Elexpuru Ibarra. ''Visualización de fractales deterministas.''

* Gonzalo Rubio Jiménez. ''Imágenes Genéticas I.''

* Aitor Hoces Astorquiza. ''Imágenes Genéticas II.''

* Joseba Lerchundi Corta. ''MUGAK: MUsika Genetic Algorithm Konposatzailea.''

* Olatz Zamora Mestraitua. ''Animación mediante reglas de comportamiento.''

* Alberto De Lucas García. ''Animación del comportamiento mediante emociones.''

; Dirigidos por Manuel Graña

* Pablo Faus Prieto ''Control de una marioneta robotizada por imitacion de gestos'' '''nota''': 9.0

* Josu Adanez Irazabalbeitia ''Exploracion de las dimension gestual de la generacion de sonidos con intencion musical'' '''nota''' 8.0

* Miguel Angel Veganzones Bodón ‘’Reconocimiento visual de Poses’’ '''nota''' 9.0

* Andoni Beristain Iraola ‘’Reconocimiento de expresiones faciales’’ '''nota''' Matricula de Honor

* Flavio Banterla Borzaga ‘’Experimentos de monitorizacion visual automatizada de la actividad motora en animales de laboratorio’’ '''nota''' Matricula de Honor

* Mª Teresa García Sebastián ‘’Corrección de iluminación en imágenes de resonancia magnética nuclear’’ '''nota''' 9.0

==2003/2004==

;Dirigidos por Carmen Hernández

* Xavier Raposo Arriola. ''Estudio y aplicación de diferentes alternativas para videovigilancia en la red.''

;Dirigidos por Manuel Graña

* Aitor Iturbe Galarraga ''Entorno de gestion pequeña empresa '' '''nota''' 6.0

* José Manuel San Martín Santamaría ''Inducción de endmembers mediante estrategias evolutivas'' '''nota''' 8.0

* Jose Ignacio Jimenez Lorente ''Estudio e implementacion de algoritmos robustos de deteccion de cambios'' '''nota''' 9.0

* Mikel Pajares Matas ‘’Interfaces visuales y reconocimiento visual del alfabeto datilologico’’ '''nota''' Matricula de Honor

* Alberto Aldazabal Bilbao ‘’Estudio e implementacion de algoritmos de reconstruccion 3D en base a estereo dinamico y estatico’’ '''nota''' Matricula de Honor

* Maria Begoña Diaz Resurrección ‘’Estudio de algoritmos de marcas de agua para imágenes’’ '''nota''' 7.0

* David Vázquez Martínez ‘’Aplicacion de analisis funcional de datos a "content based retrieval" basado en formas’’ '''nota''' 10.0

==2002/2003==

;Dirigidos por Carmen Hernández

* Ander Casero Elezgaray. ''Integración libmeka 3d-PROENGINEER. Estudio de viabilidad e implementación.''

* Pablo Barbáchano Cirión. ''Modelado de terrenos.''

* Eduardo Gómez Muñoz. ''Generación de texturas utilizando el método de reacción-difusión.''

;Dirigidos por Manuel Graña

* Fernando Cea Camisón ''Interfaz interactiva para un sistema de digitalización 3D basado en visión estéreo''

* Pablo Ayala Torcal ''Interfaces gestuales para el control de robot móvil y generación musical''

* Ivan Villaverde de la Nava ''detección visual y evitación de obstaculos estáticos en el Pioneer 2''

* Jose Ignacio García Sanchez ''Evaluaci´no de sistemas de gestión de bases de datos para información XML''

* Cristina Fernandez Apellaniz ''Algoritmos de cálculo de correspondencias para visión estereo''

;Dirigidos por Eloy Irigoyen

* Alfonso Rus Hernández ''Segmentación de números manuscritos usando análisis del fondo y primer plano de la imagen''. '''nota:''' 9.0

==2001/2002==

;Dirigidos por Carmen Hernández

* Francisco Redondo Pérez. ''Generación de terrenos.''

* Begoña Suárez Fernández. ''Modelado y animación del flujo de lava.''

* Mónica Manzano Gea. ''Modelado de un fenómeno natural: fuego.''

* Roberto Salicio Prieto. ''Sistema de Partículas.''

* Kepa Aparicio Lizundia. ''Optimización de Procesos mediante el modelo Ant Colony.''

; Dirigidos por Manuel Graña

* Iñigo Tres Castro ''Reconstrucción 3D basada en imagen estereo''

* Juan Pedro Calvete Merayo ''Agente de búsqueda basado en contenidos''

* Miguel A. Muñoz Fernandez ''Java para imágenes de resonancia magnética nuclear''

* Didier Anidos Matero ''Sistemas Biométricos''

==2000/2001==

;Dirigidos por Carmen Hernández

* Satur Hernández. ''Modelado de fenómenos y escenas naturales.''

* Inés A. García Benito. ''Métodos fractales geométricos para la descripción de objetos naturales.''

;Dirigidos por Manuel Graña

* Unai Oqueluri Basllestero ''Reconocimiento de gestos''

* David Vicente Herrera ''Acceso a bases de datos de imagenes basado en la especificación de regiones de color''

* Iñigo Barandiarán Martirena ''Detección, seguimiento y reconocimiento de caras'', '''nota''' 10.0

;Dirigidos por Eloy Irigoyen

* Mikel Bilbao Eizmendi. ''Ampliación sobre un producto de supervisión de procesos de soldadura al arco''. '''nota:''' 8.0

==1999/2000==

;Dirigidos por Manuel Graña

* Elsa Fernández Gómez de Segura ''Visión activa: control de cámara y tracking'' '''nota''' 10.0

* María del Carmen Lahidalga Alvarez ''Métodos de búsqueda basadas en contenido en BD multimedia. Métodos basados en el tratamiento del color en BD de imágenes'' '''nota''' 9.0

* José Vicente García Sanz ''Métodos de segmentación de imagen basados en operadores morfológicos conectados'' '''nota''' 7.0

* Aitor Rioja Ruiz ''Métodos de segmentación de imagen basados en información dinámica del sensor visual.'' '''nota''' 9.0

== 1998/199 ==

; Dirigidos por Manuel Graña

* Richard Ochoa de Aspuru Uribe ''Técnicas biométricas de verificación de identidad e Internet''

* Sergio Mallafre Navarro ''Estudio de necesidades de proceso remoto e integración de datos en entornos hospitalarios''

Proyectos fin de carrera dirigidos

2008-03-17T12:37:20Z

Jm.lopez: /* 2006/2007 */

== 2007/2008==

;Dirigidos por Manuel Graña Romay

* Jose Ezquerro Caro ''Sistema de monitorización dinámica de personas: detección de parpadeo'' '''nota''': 9.0

* Jorge Barrio Moreno ''Análisis de imagenes de lenguage de gestos: procesos de eliminación de fondo robustos'' '''nota''': 6.0

* Alberto Martínez Ruiz ''Construcción y control de una cabeza robotizada'' '''nota''': pendiente de evaluación

* Alexander Rodriguez Rementería ''Problemas y soluciones de gestión documental'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen;

* Alfredo Dufur Otheguy ''Fabrikazio sistema baten analisi kuantitatiboa''

* Ruben Hernandez Roscales ''Beso robotiko bati ikusmen sistema integratzea'' : pendiente

* Miren Berasategui Echeverria ''Dispositibo mugikorretarako Web plataformaren garapena'' : pendiente

* Mikel Arregi Etxaniz ''Ikastetxe baten azpiegitura informatikoa garatzea'' : pendiente

;Dirigidos por Juan Antonio Jimenez de Vicuña Lerga

*

== 2006/2007 ==

; Dirigidos por Manuel Graña Romay

* Marta García Tapia ''Reconocimiento de objetos: aplicación de LabView'' '''nota''': 6.0

* Iñaki Hernández García ''Algoritmos de autocalibracion de cámaras'' '''nota''': 8.0

* Diego Sal Díaz ''Algoritmos de optimización multiobjetivo para watermarking'' '''nota''': Matricula de Honor

* Jorge Vitorica Mata ''Vision artificial para inspección de lineas de producción'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Iñigo Paniagua Gonzalez ''Programazio konkurrenteko teknika batzuk kontrol sistemetarako''

* Aitor Juaristi Garcia ''Uzkurtuen eraldaketa makinen trazabilitate sistemak''

* Garai Alberdi Txintxurreta ''Gestión de polivalencias de operarios''

;Dirigidos por José Manuel López Guede

* Aitor Cabero Couto, Joseba Galisteo Alcalde. ''Gestock, Aplicación web para la gestión de almacenes''

== 2005/2006 ==

;Dirigidos por Manuel Graña Romay

* Alexandre Manhaes Savio ''Experimento de reconocimiento visual del habla de sordomudos'' '''nota''':Matricula de Honor

* Ramón Moreno Jimenez ''Reconocimiento micologico visual'' '''nota''': 10.0

* Susana Valverde Herranz ''Reconocimiento de texturas'' '''nota''': Matricula de Honor

* Ainhoa Pelaez Ayuso ''Watermarking de imágenes médicas'' '''nota''': 5.0

* Jose Antonio Silva de la Peña ''Algoritmos de watermarking basados en wavelets'' '''nota''': Matricula de Honor

* Miguel Angel Mugica Puente ''Servicio web de gestión comunitaria de generación de opinión'' '''nota''': 5.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Jon Galipienzo Labrador ''MRP kontrol eta plangintza industria automatizazioan''

* Ortzi Del Villar Larrea ''Gertaera diskretuko sistemak automatizatzeko kontrolagailu orokorra''

* Jorge Martín del Río ''Automatización en la planificación de procesos''

;Dirigidos por Carmen Hernández

* Jon Esnal Andres. ''MAYA Modelatzaile Solidoaren Azterketa.''

* Ana M. Martín Antúnez. ''Visualización de puzzles 3D.''

* Jose Javier Monasterio Estebanez. ''Estudio e implementación de un sistema centralizado para el control de luces de escenario.''

* Iurgi Gamboa Zalbide. ''Algoritmo Genetikoak Egituren bilaketarako.''

;Dirigidos por Eloy Irigoyen

* Álvaro Medina Franco. ''Portal WEB formativo integrado con aplicaciones MATLAB''. '''nota:''' 8.0

* Mikel Larrea Sukia. ''Sistema de control basado en redes neuronales''. '''nota:''' 8.0

* Andoni Etxezarreta. ''Diseño e implantación de un sistema de trazabilidad y control de pruebas''. '''nota:''' 9.0

;Dirigidos por José Manuel López Guede

* David Moreno López. ''Migración de Visual Basic sobre Access a aplicación web sobre Oracle''.

==2004/2005==

;Dirigidos por Carmen Hernández

* Xavier Elexpuru Ibarra. ''Visualización de fractales deterministas.''

* Gonzalo Rubio Jiménez. ''Imágenes Genéticas I.''

* Aitor Hoces Astorquiza. ''Imágenes Genéticas II.''

* Joseba Lerchundi Corta. ''MUGAK: MUsika Genetic Algorithm Konposatzailea.''

* Olatz Zamora Mestraitua. ''Animación mediante reglas de comportamiento.''

* Alberto De Lucas García. ''Animación del comportamiento mediante emociones.''

; Dirigidos por Manuel Graña

* Pablo Faus Prieto ''Control de una marioneta robotizada por imitacion de gestos'' '''nota''': 9.0

* Josu Adanez Irazabalbeitia ''Exploracion de las dimension gestual de la generacion de sonidos con intencion musical'' '''nota''' 8.0

* Miguel Angel Veganzones Bodón ‘’Reconocimiento visual de Poses’’ '''nota''' 9.0

* Andoni Beristain Iraola ‘’Reconocimiento de expresiones faciales’’ '''nota''' Matricula de Honor

* Flavio Banterla Borzaga ‘’Experimentos de monitorizacion visual automatizada de la actividad motora en animales de laboratorio’’ '''nota''' Matricula de Honor

* Mª Teresa García Sebastián ‘’Corrección de iluminación en imágenes de resonancia magnética nuclear’’ '''nota''' 9.0

==2003/2004==

;Dirigidos por Carmen Hernández

* Xavier Raposo Arriola. ''Estudio y aplicación de diferentes alternativas para videovigilancia en la red.''

;Dirigidos por Manuel Graña

* Aitor Iturbe Galarraga ''Entorno de gestion pequeña empresa '' '''nota''' 6.0

* José Manuel San Martín Santamaría ''Inducción de endmembers mediante estrategias evolutivas'' '''nota''' 8.0

* Jose Ignacio Jimenez Lorente ''Estudio e implementacion de algoritmos robustos de deteccion de cambios'' '''nota''' 9.0

* Mikel Pajares Matas ‘’Interfaces visuales y reconocimiento visual del alfabeto datilologico’’ '''nota''' Matricula de Honor

* Alberto Aldazabal Bilbao ‘’Estudio e implementacion de algoritmos de reconstruccion 3D en base a estereo dinamico y estatico’’ '''nota''' Matricula de Honor

* Maria Begoña Diaz Resurrección ‘’Estudio de algoritmos de marcas de agua para imágenes’’ '''nota''' 7.0

* David Vázquez Martínez ‘’Aplicacion de analisis funcional de datos a "content based retrieval" basado en formas’’ '''nota''' 10.0

==2002/2003==

;Dirigidos por Carmen Hernández

* Ander Casero Elezgaray. ''Integración libmeka 3d-PROENGINEER. Estudio de viabilidad e implementación.''

* Pablo Barbáchano Cirión. ''Modelado de terrenos.''

* Eduardo Gómez Muñoz. ''Generación de texturas utilizando el método de reacción-difusión.''

;Dirigidos por Manuel Graña

* Fernando Cea Camisón ''Interfaz interactiva para un sistema de digitalización 3D basado en visión estéreo''

* Pablo Ayala Torcal ''Interfaces gestuales para el control de robot móvil y generación musical''

* Ivan Villaverde de la Nava ''detección visual y evitación de obstaculos estáticos en el Pioneer 2''

* Jose Ignacio García Sanchez ''Evaluaci´no de sistemas de gestión de bases de datos para información XML''

* Cristina Fernandez Apellaniz ''Algoritmos de cálculo de correspondencias para visión estereo''

;Dirigidos por Eloy Irigoyen

* Alfonso Rus Hernández ''Segmentación de números manuscritos usando análisis del fondo y primer plano de la imagen''. '''nota:''' 9.0

==2001/2002==

;Dirigidos por Carmen Hernández

* Francisco Redondo Pérez. ''Generación de terrenos.''

* Begoña Suárez Fernández. ''Modelado y animación del flujo de lava.''

* Mónica Manzano Gea. ''Modelado de un fenómeno natural: fuego.''

* Roberto Salicio Prieto. ''Sistema de Partículas.''

* Kepa Aparicio Lizundia. ''Optimización de Procesos mediante el modelo Ant Colony.''

; Dirigidos por Manuel Graña

* Iñigo Tres Castro ''Reconstrucción 3D basada en imagen estereo''

* Juan Pedro Calvete Merayo ''Agente de búsqueda basado en contenidos''

* Miguel A. Muñoz Fernandez ''Java para imágenes de resonancia magnética nuclear''

* Didier Anidos Matero ''Sistemas Biométricos''

==2000/2001==

;Dirigidos por Carmen Hernández

* Satur Hernández. ''Modelado de fenómenos y escenas naturales.''

* Inés A. García Benito. ''Métodos fractales geométricos para la descripción de objetos naturales.''

;Dirigidos por Manuel Graña

* Unai Oqueluri Basllestero ''Reconocimiento de gestos''

* David Vicente Herrera ''Acceso a bases de datos de imagenes basado en la especificación de regiones de color''

* Iñigo Barandiarán Martirena ''Detección, seguimiento y reconocimiento de caras'', '''nota''' 10.0

;Dirigidos por Eloy Irigoyen

* Mikel Bilbao Eizmendi. ''Ampliación sobre un producto de supervisión de procesos de soldadura al arco''. '''nota:''' 8.0

==1999/2000==

;Dirigidos por Manuel Graña

* Elsa Fernández Gómez de Segura ''Visión activa: control de cámara y tracking'' '''nota''' 10.0

* María del Carmen Lahidalga Alvarez ''Métodos de búsqueda basadas en contenido en BD multimedia. Métodos basados en el tratamiento del color en BD de imágenes'' '''nota''' 9.0

* José Vicente García Sanz ''Métodos de segmentación de imagen basados en operadores morfológicos conectados'' '''nota''' 7.0

* Aitor Rioja Ruiz ''Métodos de segmentación de imagen basados en información dinámica del sensor visual.'' '''nota''' 9.0

== 1998/199 ==

; Dirigidos por Manuel Graña

* Richard Ochoa de Aspuru Uribe ''Técnicas biométricas de verificación de identidad e Internet''

* Sergio Mallafre Navarro ''Estudio de necesidades de proceso remoto e integración de datos en entornos hospitalarios''

Proyectos fin de carrera dirigidos

2008-03-17T12:35:28Z

Jm.lopez: /* 2005/2006 */

== 2007/2008==

;Dirigidos por Manuel Graña Romay

* Jose Ezquerro Caro ''Sistema de monitorización dinámica de personas: detección de parpadeo'' '''nota''': 9.0

* Jorge Barrio Moreno ''Análisis de imagenes de lenguage de gestos: procesos de eliminación de fondo robustos'' '''nota''': 6.0

* Alberto Martínez Ruiz ''Construcción y control de una cabeza robotizada'' '''nota''': pendiente de evaluación

* Alexander Rodriguez Rementería ''Problemas y soluciones de gestión documental'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen;

* Alfredo Dufur Otheguy ''Fabrikazio sistema baten analisi kuantitatiboa''

* Ruben Hernandez Roscales ''Beso robotiko bati ikusmen sistema integratzea'' : pendiente

* Miren Berasategui Echeverria ''Dispositibo mugikorretarako Web plataformaren garapena'' : pendiente

* Mikel Arregi Etxaniz ''Ikastetxe baten azpiegitura informatikoa garatzea'' : pendiente

;Dirigidos por Juan Antonio Jimenez de Vicuña Lerga

*

== 2006/2007 ==

; Dirigidos por Manuel Graña Romay

* Marta García Tapia ''Reconocimiento de objetos: aplicación de LabView'' '''nota''': 6.0

* Iñaki Hernández García ''Algoritmos de autocalibracion de cámaras'' '''nota''': 8.0

* Diego Sal Díaz ''Algoritmos de optimización multiobjetivo para watermarking'' '''nota''': Matricula de Honor

* Jorge Vitorica Mata ''Vision artificial para inspección de lineas de producción'' '''nota''': 6.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Iñigo Paniagua Gonzalez ''Programazio konkurrenteko teknika batzuk kontrol sistemetarako''

* Aitor Juaristi Garcia ''Uzkurtuen eraldaketa makinen trazabilitate sistemak''

* Garai Alberdi Txintxurreta ''Gestión de polivalencias de operarios''

== 2005/2006 ==

;Dirigidos por Manuel Graña Romay

* Alexandre Manhaes Savio ''Experimento de reconocimiento visual del habla de sordomudos'' '''nota''':Matricula de Honor

* Ramón Moreno Jimenez ''Reconocimiento micologico visual'' '''nota''': 10.0

* Susana Valverde Herranz ''Reconocimiento de texturas'' '''nota''': Matricula de Honor

* Ainhoa Pelaez Ayuso ''Watermarking de imágenes médicas'' '''nota''': 5.0

* Jose Antonio Silva de la Peña ''Algoritmos de watermarking basados en wavelets'' '''nota''': Matricula de Honor

* Miguel Angel Mugica Puente ''Servicio web de gestión comunitaria de generación de opinión'' '''nota''': 5.0

;Dirigidos por F. Xabier Albizuri Irigoyen

* Jon Galipienzo Labrador ''MRP kontrol eta plangintza industria automatizazioan''

* Ortzi Del Villar Larrea ''Gertaera diskretuko sistemak automatizatzeko kontrolagailu orokorra''

* Jorge Martín del Río ''Automatización en la planificación de procesos''

;Dirigidos por Carmen Hernández

* Jon Esnal Andres. ''MAYA Modelatzaile Solidoaren Azterketa.''

* Ana M. Martín Antúnez. ''Visualización de puzzles 3D.''

* Jose Javier Monasterio Estebanez. ''Estudio e implementación de un sistema centralizado para el control de luces de escenario.''

* Iurgi Gamboa Zalbide. ''Algoritmo Genetikoak Egituren bilaketarako.''

;Dirigidos por Eloy Irigoyen

* Álvaro Medina Franco. ''Portal WEB formativo integrado con aplicaciones MATLAB''. '''nota:''' 8.0

* Mikel Larrea Sukia. ''Sistema de control basado en redes neuronales''. '''nota:''' 8.0

* Andoni Etxezarreta. ''Diseño e implantación de un sistema de trazabilidad y control de pruebas''. '''nota:''' 9.0

;Dirigidos por José Manuel López Guede

* David Moreno López. ''Migración de Visual Basic sobre Access a aplicación web sobre Oracle''.

==2004/2005==

;Dirigidos por Carmen Hernández

* Xavier Elexpuru Ibarra. ''Visualización de fractales deterministas.''

* Gonzalo Rubio Jiménez. ''Imágenes Genéticas I.''

* Aitor Hoces Astorquiza. ''Imágenes Genéticas II.''

* Joseba Lerchundi Corta. ''MUGAK: MUsika Genetic Algorithm Konposatzailea.''

* Olatz Zamora Mestraitua. ''Animación mediante reglas de comportamiento.''

* Alberto De Lucas García. ''Animación del comportamiento mediante emociones.''

; Dirigidos por Manuel Graña

* Pablo Faus Prieto ''Control de una marioneta robotizada por imitacion de gestos'' '''nota''': 9.0

* Josu Adanez Irazabalbeitia ''Exploracion de las dimension gestual de la generacion de sonidos con intencion musical'' '''nota''' 8.0

* Miguel Angel Veganzones Bodón ‘’Reconocimiento visual de Poses’’ '''nota''' 9.0

* Andoni Beristain Iraola ‘’Reconocimiento de expresiones faciales’’ '''nota''' Matricula de Honor

* Flavio Banterla Borzaga ‘’Experimentos de monitorizacion visual automatizada de la actividad motora en animales de laboratorio’’ '''nota''' Matricula de Honor

* Mª Teresa García Sebastián ‘’Corrección de iluminación en imágenes de resonancia magnética nuclear’’ '''nota''' 9.0

==2003/2004==

;Dirigidos por Carmen Hernández

* Xavier Raposo Arriola. ''Estudio y aplicación de diferentes alternativas para videovigilancia en la red.''

;Dirigidos por Manuel Graña

* Aitor Iturbe Galarraga ''Entorno de gestion pequeña empresa '' '''nota''' 6.0

* José Manuel San Martín Santamaría ''Inducción de endmembers mediante estrategias evolutivas'' '''nota''' 8.0

* Jose Ignacio Jimenez Lorente ''Estudio e implementacion de algoritmos robustos de deteccion de cambios'' '''nota''' 9.0

* Mikel Pajares Matas ‘’Interfaces visuales y reconocimiento visual del alfabeto datilologico’’ '''nota''' Matricula de Honor

* Alberto Aldazabal Bilbao ‘’Estudio e implementacion de algoritmos de reconstruccion 3D en base a estereo dinamico y estatico’’ '''nota''' Matricula de Honor

* Maria Begoña Diaz Resurrección ‘’Estudio de algoritmos de marcas de agua para imágenes’’ '''nota''' 7.0

* David Vázquez Martínez ‘’Aplicacion de analisis funcional de datos a "content based retrieval" basado en formas’’ '''nota''' 10.0

==2002/2003==

;Dirigidos por Carmen Hernández

* Ander Casero Elezgaray. ''Integración libmeka 3d-PROENGINEER. Estudio de viabilidad e implementación.''

* Pablo Barbáchano Cirión. ''Modelado de terrenos.''

* Eduardo Gómez Muñoz. ''Generación de texturas utilizando el método de reacción-difusión.''

;Dirigidos por Manuel Graña

* Fernando Cea Camisón ''Interfaz interactiva para un sistema de digitalización 3D basado en visión estéreo''

* Pablo Ayala Torcal ''Interfaces gestuales para el control de robot móvil y generación musical''

* Ivan Villaverde de la Nava ''detección visual y evitación de obstaculos estáticos en el Pioneer 2''

* Jose Ignacio García Sanchez ''Evaluaci´no de sistemas de gestión de bases de datos para información XML''

* Cristina Fernandez Apellaniz ''Algoritmos de cálculo de correspondencias para visión estereo''

;Dirigidos por Eloy Irigoyen

* Alfonso Rus Hernández ''Segmentación de números manuscritos usando análisis del fondo y primer plano de la imagen''. '''nota:''' 9.0

==2001/2002==

;Dirigidos por Carmen Hernández

* Francisco Redondo Pérez. ''Generación de terrenos.''

* Begoña Suárez Fernández. ''Modelado y animación del flujo de lava.''

* Mónica Manzano Gea. ''Modelado de un fenómeno natural: fuego.''

* Roberto Salicio Prieto. ''Sistema de Partículas.''

* Kepa Aparicio Lizundia. ''Optimización de Procesos mediante el modelo Ant Colony.''

; Dirigidos por Manuel Graña

* Iñigo Tres Castro ''Reconstrucción 3D basada en imagen estereo''

* Juan Pedro Calvete Merayo ''Agente de búsqueda basado en contenidos''

* Miguel A. Muñoz Fernandez ''Java para imágenes de resonancia magnética nuclear''

* Didier Anidos Matero ''Sistemas Biométricos''

==2000/2001==

;Dirigidos por Carmen Hernández

* Satur Hernández. ''Modelado de fenómenos y escenas naturales.''

* Inés A. García Benito. ''Métodos fractales geométricos para la descripción de objetos naturales.''

;Dirigidos por Manuel Graña

* Unai Oqueluri Basllestero ''Reconocimiento de gestos''

* David Vicente Herrera ''Acceso a bases de datos de imagenes basado en la especificación de regiones de color''

* Iñigo Barandiarán Martirena ''Detección, seguimiento y reconocimiento de caras'', '''nota''' 10.0

;Dirigidos por Eloy Irigoyen

* Mikel Bilbao Eizmendi. ''Ampliación sobre un producto de supervisión de procesos de soldadura al arco''. '''nota:''' 8.0

==1999/2000==

;Dirigidos por Manuel Graña

* Elsa Fernández Gómez de Segura ''Visión activa: control de cámara y tracking'' '''nota''' 10.0

* María del Carmen Lahidalga Alvarez ''Métodos de búsqueda basadas en contenido en BD multimedia. Métodos basados en el tratamiento del color en BD de imágenes'' '''nota''' 9.0

* José Vicente García Sanz ''Métodos de segmentación de imagen basados en operadores morfológicos conectados'' '''nota''' 7.0

* Aitor Rioja Ruiz ''Métodos de segmentación de imagen basados en información dinámica del sensor visual.'' '''nota''' 9.0

== 1998/199 ==

; Dirigidos por Manuel Graña

* Richard Ochoa de Aspuru Uribe ''Técnicas biométricas de verificación de identidad e Internet''

* Sergio Mallafre Navarro ''Estudio de necesidades de proceso remoto e integración de datos en entornos hospitalarios''

Grupo de Inteligencia Computacional (GIC) - Contribuciones del usuario [es]

Proyectos

Proyectos

Proyectos

Proyectos

Ponencias en congresos

Ponencias en congresos

Ponencias en congresos

Archivo:Slides SOCO2013-LopezGuede.pdf

Ponencias en congresos

Ponencias en congresos

Ponencias en congresos

Proyectos

Capí­tulos de Libro

Revistas

Jornada GIC Extreme Learning Machines 2012-04-20

Jornada GIC coloreado de grafos 2012-03-23

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-16

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-09

Jornada GIC fundamentos pattern recognition duda-hart-stork 2012-02-17

Jornada GIC particle swarm optimization 2012-02-10

Archivo:Bergh-2004-cooperative-PSO-presentation.pdf

Usuario:Jm.lopez

Jornada GIC random forests 2012-01-27

Jornada GIC random forests 2012-01-27

Jornada GIC random forests 2012-01-27

Archivo:Partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf

Jornada GIC random forests 2012-01-27

Usuario:Jm.lopez

Usuario:Jm.lopez

Archivo:2012-01-12-Proyecto hiperespectrales Alicia.pdf

Reunion-hiper-micinn-11-01-2012

Revistas

Usuario:Jm.lopez

Usuario:Jm.lopez

Usuario:Jm.lopez

Miembros

Miembros

Miembros

Capí­tulos de Libro

Capí­tulos de Libro

Capí­tulos de Libro

Ponencias en congresos

Archivo:Slides HAIS11-LMCRS-QLearning-JM.pdf

Ponencias en congresos

Capí­tulos de Libro

Capí­tulos de Libro

Proyectos fin de carrera dirigidos

Proyectos fin de carrera dirigidos

Proyectos fin de carrera dirigidos

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro