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

Usuario:Mai.termenon

2013-06-19T10:13:38Z

Mai.termenon: /* Publications */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb|Maite Termenon]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2013
</h3>

; M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez and A. M. Gonzalez-Pinto
: Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian
: Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013
: Advances in Intelligent Systems and Computing Volume 226, 2013, pp 569-578
: Print ISBN: 978-3-319-00968-1, Online ISBN: 978-3-319-00969-8
: ISSN 2194-5357

; M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila
: Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry
: J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013)
: Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
: ISSN 0302-9743

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 [http://www.sciencedirect.com/science/article/pii/S0925231212007941].

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligence Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Capítulos de Libro

2013-06-19T10:11:57Z

Mai.termenon: /* 2013 */

== enviados ==

==2013==

; M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez and A. M. Gonzalez-Pinto
: Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian
: Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013
: Advances in Intelligent Systems and Computing Volume 226, 2013, pp 569-578
: Print ISBN: 978-3-319-00968-1, Online ISBN: 978-3-319-00969-8
: ISSN 2194-5357

;M. Graña, B. Apolloni, M. Fiasché, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, F. Barriento, S. San Jose
: Social and Smart: towards an instance of subconscious social intelligence
: Proceedings IPMSC 2013 [http://delab.csd.auth.gr/eann2013/workshops.php?workshop_id=3]
: Springer

;Israel Rebollo, Manuel Graña
: User assistance tool for a WebService ERP
: Trends in Practical Applications of Agents and Multiagent Systems, Javier Bajo Perez et al. (eds.), Advances in Intelligent Systems and Computing Volume 221, 2013, pp 193-200
: Springer
: IBSN

;Borja Fernandez-Gauna, Igor Ansoategui, Ismael Etxeberria-Agiriano, and Manuel Graña
:An Empirical Study of Actor-Critic Methods for Feedback Controllers of Ball-Screw Drivers
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 441--450. Springer, Heidelberg (2013)
: ISBN

; Ion Marques and Manuel Graña
:Greedy Sparsification WM Algorithm for Endmember Induction in Hyperspectral Images
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 336--344. Springer, Heidelberg (2013)
: ISBN

; Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, and Fernando Oterino
:A Neural Network Approximation of L-MCRS Dynamics for Reinforcement Learning Experiments
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 317--325. Springer, Heidelberg (2013)
: ISBN

; M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila
: Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013)
: Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
: ISSN 0302-9743

; Darya Chyzhyk and Manuel Graña
: Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 131--139. Springer, Heidelberg (2013)
: Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
: ISSN 0302-9743

;Borja Ayerdi, Alexandre Savio, and Manuel Graña
:Meta-ensembles of Classifiers for Alzheimer's Disease Detection Using Independent ROI Features
:J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 122--130. Springer, Heidelberg (2013)
: ISBN

; B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siola, S. Kollia, M. Grana Romay, F. Barriento, S. San Jose
:Social Things - The SandS instantiation
: IoT-SoS 2013
: ISBN

; Alexandre Savio, Manuel Graña
: ''An ensemble of classifiers guided by the AAL brain atlas for Alzheimer’s disease detection''
: IWANN 2013, Part II, LNCS 7903, pp. 107--114. Springer, Heidelberg (2013)
: Eds.: I. Rojas, G. Joya, and J. Cabestany
: [[media:Iwann13_oasis_aal_draft.pdf|draft]]

; Ramon Moreno, Manuel Graña and Kurosh Madani
: ''A robust color Watershed transformation and image segmentation defined on RGB Spherical Coordinates''
: Robotic Vision: Technologies for Machine Learning and Vision Applications, pp112-128
: doi:10.4018/978-1-4666-2672-0.ch007 ISBN: 978-1-4666-2734-5

; J.M. Lopez-Guede, B. Fernandez-Gauna, R. Moreno and M. Graña,
: ''Visual Detection in Linked Multi-Component Robotic Systems''
: Robotic Vision: Technologies for Machine Learning and Vision Applications. pp78-97
: doi:10.4018/978-1-4666-2672-0.ch007 ISBN: 978-1-4666-2734-5

==2012==
;Miguel A. Veganzones, Mihai Datcu, Manuel Graña.
: "Relevance feedback by dissimilarity spaces for hyperspcetral CBIR."
: [http://bookshop.europa.eu/is-bin/INTERSHOP.enfinity/WFS/EU-Bookshop-Site/en_GB/-/EUR/ViewPublication-Start?PublicationKey=LBNA25514 Proceedings of the ESA-EUSC-JRC 8th conference on image information mining, Knowledge discovery from earth observation data]. Edited by P. Soille, M. Iapaolo, P.G. Marchetti, and M. Datcu. European Comission. Pages: 1-5. 2012.
: ISBN: 978-92-79-26419-1 ISSN: 1831-9424 DOI: 10.2788/49465

;V. Amarger, D. M. Ramík, C. Sabourin, K. Madani, R. Moreno, L. Rossi, M. Graña,
:"Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires’ Outlines Extraction",
:Proceedings of International conference on Image Processing Theory, Tools and Applications (IEEE-IPTA 2012), Istanbul, Turkey, October 15 - 18, pp. 19-24, 2012. [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/275/IPTA-2012-Paper-299-Final-PDF.pdf]
:ISBN: 978-1-4673-2582-0

; Israel Rebollo and Manuel Graña
: Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring
: [http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-3-642-32921-0 Advances in Intelligent Systems and Computing][[media: israel_SOCO2012.pdf|Slides]]
: Soft Computing Models in Industrial and Enviromental Applications, Vol. 188, pages 495 - 503, 2012.
: Eds: Václav Snásel, Ajith Abraham and Emilio S. Corchado.
: ISBN: 978-3-642-32921-0

; Alexandre Savio
: Supervised classification using deformation-based features for Alzheimer’s disease detection on the OASIS cross-sectional database
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2191 - 2200, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Eduardo Carrasco, Frank Guijarro
: A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1390 - 1399, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; G. García, J. Maiora, A. Tapia, M. De Blas
: Computer-aided Diagnosis of Abdominal Aortic Aneurysm after Endovascular Repair Using Texture Analysis
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 716-725, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Darya Chyzhyk
: Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2251 - 2258, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Iñigo Barandiaran, John Congote, Jon Goenetxea, Oscar Ruiz
: Evaluation of interest point detectors for image information extraction
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2170 - 2179, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Ramón Moreno, Alicia d'Anjou
: Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2114 - 2121, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Ekaitz Zulueta
: Towards a real time simulation of Linked Multi-Component Robotic Systems
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2019 - 2027, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Iñigo Barandiaran, Grégory Maclair, Izaro Goienetxea, Carlos Jauquicoa, Manuel Graña
: A Comparative Study of Classifier Ensembles for Karyotyping
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1400 - 1407, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; M. Termenon, E. Fernández, A. Barrós-Loscertales, J.C. Bustamante, C. Ávila
: Impact of Analysis Circularity: a Case Study in Cocaine Addiction detection on MRI
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2201 - 2209, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanin, Edward Szczerbicki, Manuel Graña, Jorge Posada
: Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1480 - 1489, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Manuel Graña, Adrian Agreda
: Trust in communication and multiagent systems
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 816 - 822, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; Miguel A. Veganzones
: On hyperspectral morphology by lattice auto-associative memories supervised orderings
: [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems.]
: Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2122-2129, 2012.
: Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

; 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
: Series: Lecture Notes in Computer Science, Vol. 7209
: Subseries: Lecture Notes in Artificial Intelligence
: Eds.: Corchado Rodriguez, E.S.; Snasel, V.; Abraham, A.; Wozniak, M.; Grana, M.; Cho, S.-B.
: 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,
: Eds: José Manuel Ferrández, F. Javier Toledo, José Ramón Álvarez Sánchez, Félix de la Paz
: Springer-Verlag Berlin, Heidelberg
: 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

; Alexandre Savio, Manuel Graña, Jorge Villanúa
: Deformation based features for Alzheimer's disease detection with linear SVM.;
: Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011) - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)

; 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
:2010 Sixth International Conference on Natural Computation (ICNC 2010)
: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, H. 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

GIC-experimental-databases/Cocaine feature vectors

2013-02-15T10:29:18Z

Mai.termenon:

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different FWHM Gaussian kernels (sigma) to the data: sigma=0; sigma=3; sigma=6; sigma=9; sigma=12. We also apply different thresholds to classify with different number of features.

<h3>
Feature sets extracted applying Pearson's correlation:
</h3>
* sigma=0 -
* sigma=3 -
* sigma=6 -
* sigma=9 -
* sigma=12 -

<h3>
Feature sets extracted applying VBM:
</h3>
* sigma=0 -
* sigma=3 -
* sigma=6 -
* sigma=9 -
* sigma=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-15T10:28:57Z

Mai.termenon: /* Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients */

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different FWHM Gaussian kernels (sigma) to the data: sigma=0; sigma=3; sigma��=6; sigma=9; sigma=12. We also apply different thresholds to classify with different number of features.

<h3>
Feature sets extracted applying Pearson's correlation:
</h3>
* sigma=0 -
* sigma=3 -
* sigma=6 -
* sigma=9 -
* sigma=12 -

<h3>
Feature sets extracted applying VBM:
</h3>
* sigma=0 -
* sigma=3 -
* sigma=6 -
* sigma=9 -
* sigma=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:23:12Z

Mai.termenon: /* Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients */

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different smooth kernels (k) to the data: k=0; k=3; k=6; k=9; k=12. We also apply different thresholds to classify with different number of features.

<h3>
Feature sets extracted applying Pearson's correlation
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

<h3>
Feature sets extracted applying VBM
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:20:36Z

Mai.termenon: /* Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients */

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing.
We apply different smooth kernels (k) to the data: k=0; k=3; k=6; k=9; k=12.

<h3>
Feature sets extracted applying Pearson's correlation
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

<h3>
Feature sets extracted applying VBM
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:08:07Z

Mai.termenon:

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different smooth kernels (k) to the data: k=0; k=3; k=6; k=9; k=12.

<h3>
Feature sets extracted applying Pearson's correlation
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

<h3>
Feature sets extracted applying VBM
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:07:48Z

Mai.termenon:

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different smooth kernels (k) to the data: k=0; k=3; k=6; k=9; k=12.

<h3>
Feature sets extracted applying Pearson's correlation
</h3>
* k=0 -
* k=3 -
* k=6 -
* k=9 -
* k=12 -

<h3>
Feature sets extracted applying VBM
</h3>
k=0 -
k=3 -
k=6 -
k=9 -
k=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:02:57Z

Mai.termenon:

== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients ==

These features are based on two feature extraction pipelines: one based on Pearson's correlation and other based on voxel based morphometry (VBM) methodology. For the moment, we work over the GM voxel intensity values after image preprocessing. We apply different smooth kernels (k) to the data: k=0; k=3; k=6; k=9; k=12.

<h3>
Feature sets extracted applying Pearson's correlation
</h3>
k=0 -
k=3 -
k=6 -
k=9 -
k=12 -

<h3>
Feature sets extracted applying VBM
</h3>
k=0 -
k=3 -
k=6 -
k=9 -
k=12 -

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T16:01:48Z

Mai.termenon:

GIC-experimental-databases/Cocaine feature vectors

2013-02-13T15:53:25Z

Mai.termenon: Página creada con «== Datasets of features extracted from a database of 124 subjects: 61 healthy controls and 63 cocaine adicted patients == These features are based on two feature extracti...»

GIC-experimental-databases

2013-02-13T15:34:30Z

Mai.termenon:

* [[GIC-experimental-databases/Cocaine_feature_vectors | Feature sets extracted from a subset of 124 subjects from Cocaine database, obtained from correlation and VBM measures on non linear transformation features]]

* [[GIC-experimental-databases/OASIS_deformation_feature_vectors | Feature sets extracted from a subset of 98 females from OASIS database, obtained from correlation measures on non linear transformation features]]

* [[media:Alzheimer_OASIS_VBM_data.zip | Experimental database of features obtained from the VBM of a subset of the OASIS database for the classification of Alzheimer Disease patients versus controls]]

* [[Conjuntos_de_datos_3D|Conjuntos de datos generados por una cámara 3D sobre un robot Pioneer]]

* [[Pioneer | Series de imágenes de distintos recorridos por la Facultad de Informática de San Sebastián grabados por un robot Pioneer]]

*[[Hyperspectral Imagery Synthesis tools for MATLAB | Base de datos de imágenes hiperespectrales sintéticas junto con el software para generarlas]]

*[[Hyperspectral Camera SOC710 Datasets | Base de datos de imágenes hiperespectrales obtenidas con la cámara SOC710]]

*[[Hyperspectral Camera SOC710 Nature Datasets | Base de datos de imágenes hiperespectrales obtenidas con la cámara SOC710 en el parque]]

*[[Hyperspectral Remote Sensing Scenes | Remote Sensing hyperspectral scenes]]

*[[Synthetic hand gesture images for tabletop interaction | Colección de imágenes para entrenamiento de un reconocedor de gestos de interacción con un Tabletop]]

*[[MPEG-7 Core Experiment CE-Shape-1 Test Set. Benchmarking image database for shape recognition techniques | Conjunto de datos de test MPEG-7 Core Experiment CE-Shape-1. Base de datos de imágenes para la medición de la eficacia de técnicas de reconocimiento de formas]]

* [[media:Fsl_jacobianmatrix_patch.tar.gz | Patch for FSL 4.1.9 code to change fnirtfileutils to obtain full Jacobian matrices from the warpfields.]] [[media:Fnirtfileutils.tar.gz | Binary FSL 4.1.9 fnirtfileutils for GNU/Linux 64 bits]]

* [http://www.ehu.es/ccwintco/files/nnw_szhizophrenia_data/nnw_schizophrenia_dti_processed_subjects.tar.gz Post-processed subjects], [http://www.ehu.es/ccwintco/files/nnw_szhizophrenia_data/nnw_schizophrenia_dti_data_masks_correlation_values.tar.gz masks and correlation values] and [http://www.ehu.es/ccwintco/files/nnw_szhizophrenia_data/nnw_schizophrenia_dti_feature_vectors.tar.gz features] extracted for the work about schizophrenia detection using diffusion weighted images from the [http://insight-journal.org/midas/collection/view/190?path_navigation=17 NAMIC: Brain Mutlimodality] database. Published in [http://www.nnw.cz/ Neural Networks World].

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

2012-12-03T11:52:20Z

Mai.termenon: /* imagen medica */

= referencias generales =

* [http://www.britannica.com/EBchecked/topic/752433/artificial-perception enciclopedia Britannica]

* [http://en.wikipedia.org/wiki/Visual_perception#Artificial_visual_perception en wikipedia]

* [http://www.cs.uwaterloo.ca/~mannr/cs886-w10/ Percepción e inferencia bayesiana, curso en la Univ. Waterloo]

* visual recognition, tutorial AAAI 08 [http://www.vision.ee.ethz.ch/~bleibe/teaching/tutorial-aaai08/]

=Refencias de revistas y presentaciones=
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5217173 Teoria de la información y cibernética]
* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1672870&queryText%3D%28artificial+perception%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All un trabajo de 1975 reconstruccion 3D desde multiples vistas]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4308348 percepcion artificial en arrays adaptativos, 1980]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=485770 sensores naturales "no convencionales", los extraños sensores de otras especies....]
* tutorial on random forests [http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx]

== face detection and recognition ==
*[http://www.face-rec.org/ face recognition homepage]
* [http://www.facedetection.com/ face detection homepage]
* biometrics [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=11&ved=0CB4QFjAAOAo&url=http%3A%2F%2Fclassweb.gmu.edu%2Fjgifford%2FBIOMETRICS.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNFAtvmdGj_ErA5TRAcbnQqG4tvQIA&cad=rja]
* detecting faces [http://courses.cs.tamu.edu/rgutier/cpsc689_s07/yang2002faceDetectionSurveySLIDES.pdf], recent advances (2004) [http://vision.ai.uiuc.edu/mhyang/papers/icpr04_tutorial.pdf], adaboost for face detection [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=3&ved=0CDkQFjAC&url=http%3A%2F%2Fwww.cs.huji.ac.il%2Fcourse%2F2004%2Flearns%2FFaceDetection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHKmwHtDRRR-VsARUAOMOxbASE1mQ], face detection Viola [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=2&ved=0CC8QFjAB&url=http%3A%2F%2Fwww.cs.unc.edu%2F~lazebnik%2Fspring09%2Flec23_face_detection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHJ5q_jRt8YqXs5OaPQ-YD6YqqvRg], viola-jones [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=12&ved=0CCgQFjABOAo&url=http%3A%2F%2Fwww.ics.uci.edu%2F~smyth%2Fcourses%2Fcs175%2Fslides12_viola_jones_face_detection.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHpYTK_m9tRWibEEceKRHRsk-xmuw], pose and light invariant [http://www.biometrics.org/bc2004/Presentations/Conference/2%20Tuesday%20September%2021/Tue_Ballroom%20A/5%20TSWG/Ansari.pdf]
* 3D detection applied to faces and cars [http://www.cse.unr.edu/~bebis/CS679/PaperPresentations/schneiderman00.ppt]
* face detection and recognition [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=6&ved=0CFoQFjAF&url=http%3A%2F%2Fwww.cs.columbia.edu%2F~belhumeur%2Fcourses%2Fbiometrics%2F2010%2FFace%2520Detection%2520and%2520Recognition.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH-O5eCejESa1GaUK4_tPiBFZtmFQ], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=1&ved=0CCUQFjAA&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FIntroFaceDetectRecognition.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHls-pb_d-lhmFoun8AXl19YyPhPg]
* face recognition [http://www.umiacs.umd.edu/~joseph/face-recognition.pdf], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=7&ved=0CGAQFjAG&url=http%3A%2F%2Fwww.scourge.fr%2Fmathdesc%2Fdocuments%2Ffacerecog%2Ffinal.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH7rmVmML_FYbrBMFEPtI9JSBwS8A], PCA vs LDA [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=13&ved=0CDIQFjACOAo&url=http%3A%2F%2Fwww.cse.unr.edu%2F~bebis%2FCS790Q%2FLect%2FFR_PCA_LDA.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHZBXEM4aTycMA_keqJf-H3GFeFJg], real time [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=17&ved=0CFgQFjAGOAo&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FRT-face-recognition.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNEm-k184vGR6sfgSHb2m149iimYbA], dynamic face recognition 1999 [http://www.google.es/url?sa=t&rct=j&q=dynamic%20face%20recognition&source=web&cd=5&ved=0CFMQFjAE&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FDynamic-face-recognition.ppt&ei=UG-xTqirL8rH8gPy6vHRAQ&usg=AFQjCNExAs_JkxAQX8l4Hp78YPUwrEyseQ]

== robotica general ==

* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5520612&queryText%3D%28gulf+spill%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All lecciones aprendidas del desparrame del golfo]

* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4770229 una nueva raza de robots :)]

*[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.60.9968&rep=rep1&type=pdf una tesis sobre visual servoing en un robot amfibio]

* [http://spectrum.ieee.org/automaton/robotics/artificial-intelligence/how-google-self-driving-car-works como funciona el coche de google]

== optical flow ==

* CMU course introduction to optical flow [http://www.google.es/url?sa=t&rct=j&q=face%20tracking%20ppt&source=web&cd=8&ved=0CGMQFjAH&url=http%3A%2F%2Fwww.cs.cmu.edu%2Fafs%2Fcs%2Facademic%2Fclass%2F15385-s06%2Flectures%2Fppts%2Flec-16.ppt&ei=GEaxTon5FcK48gPxu5nOAQ&usg=AFQjCNHzTQ33kJfmWJUf1OppPLZr9YTsWw]

== tracking ==

* tracking motion, S. Thrun [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=1&ved=0CB0QFjAA&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b07%2Fnotes%2FCS223B-L12-Tracking.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNFgwv20W_DV9aDgyLCW7G2eenmRQw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=2&ved=0CCMQFjAB&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b06%2Fnotes%2FCS%2520223-B%2520L11%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNGiRAIXw7G4t4DAtZSZq5kYzM4euw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=3&ved=0CCwQFjAC&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b05%2Fnotes%2FCS%2520223-B%2520L12%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNEtTWZefCe1ezN9gvh-OJ7zW-fqog]

* particle filters [http://web.me.com/dellaert/07F-Vision/Schedule_files/11-ParticleFilters.ppt.pdf]

* [http://www.cs.unc.edu/~welch/kalman/ kalman filter]

== environmental sensing ==

*[http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1526904 operación Neptuno: sensorización oceánica]

== content based retrieval ==

* life-log retrieval [http://research.microsoft.com/en-us/um/people/jgemmell/carpe2004/CARPE2004-Aizawa.pdf]

== imagen medica ==

* [http://www.fmrib.ox.ac.uk/Members/karla/lectures-and-teaching-material Teaching material Karla Miller from fMRIB Univ. Oxford]

* un prezi de MRI y fMRI [http://prezi.com/goiorwi3w-bl/quick-intro-to-mri-and-fmri/]

* curso SPM de 2008 [http://www.fil.ion.ucl.ac.uk/spm/course/slides08-zurich/ ]

* [[media:Presentacion-articulo-staal-2007.pdf| segmentacion de vasos en retina]]

* [[Media:On_dti_models_20110112.pdf | Slides sobre Modelos de difusión para imagen de tensor de difusión (DTI)]]

* [[Media:IntroMaster2012.pdf | Introduccion al Análisis de Imagenes Cerebrales]]

* [[Media:PracticaVBM.pdf | Voxel Based Morphometry]]

== finanzas ==

* trading at the speed of light [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6027232]

=Videos=

== Image Processing ==

* [[2009-10-24-video-skeleton|Calculo del esqueleto con poda en tiempo real para interfaz gestual]]

* [http://www.youtube.com/watch?v=fnquZgz9aVc ejercicios de optical flow detection]

== proceso de caras ==
* [http://www.youtube.com/watch?v=tj93NSIVkOs face detection with OpenCV]
* [http://www.youtube.com/watch?v=V7UdYzCMKvw deteccion de caracteristicas de caras con OpenCV]
* [http://www.youtube.com/watch?v=_KhP3O3GeYs deteccion de ojos con OpenCV]
* [http://www.youtube.com/watch?v=V25qu1xpJOc&feature=fvsr un sistema de reconocimiento de expresiones]
* [http://www.youtube.com/watch?v=5G6ZR5lJgTI&NR=1 expresiones faciales desde el punto de vista sicologico]
* [http://www.youtube.com/watch?v=TrgNKGjSyxA&NR=1&feature=fvwp descripcion de los elementos de las expresiones]
* [http://www.youtube.com/watch?v=VK2N3PvaFcs&feature=related animaciones realistas de caras 3D]
* [http://www.youtube.com/watch?v=lo_a2cfBUGc aplicaciones comerciales de eye tracking]

== tracking ==

* [http://www.youtube.com/watch?v=3gf8LXTQQWA hand tracking]

== reconocimiento de huellas ==

* [http://www.youtube.com/watch?v=Ry8920R7bxs elementos de reconocimiento de huellas]

* [http://www.youtube.com/watch?v=esbEHFEbUNI ejemplo de sistema de minucias]

* [http://www.youtube.com/watch?v=vob8Os8HHqA fantasmada 1]

* [http://www.youtube.com/watch?v=PHz05H89-Fs escaner de mano ¿?]

* [http://www.youtube.com/watch?v=cFFvMiPh6Ec fichar con la mano]

* [http://www.youtube.com/watch?v=4HRGEHcH8C0 faking fingerprints]

* [http://www.youtube.com/watch?v=-H71tyMupqk faking fingerprints 2]

== reconocimiento de iris ==

* [http://www.youtube.com/watch?v=QEQEht8zloQ demo de sistema de reconocimiento de iris]

* [http://www.youtube.com/watch?v=aQBl7hFVqOo demo de sistema 2]

* [http://www.youtube.com/watch?v=SBKS_OiBzP4 dicen que funciona en Heathrow ¿?]

== MObile robotics ==

* [http://www.youtube.com/watch?v=oDgr80cGwPQ DARPA Grand Challenge]
* [http://www.youtube.com/watch?v=TDqzyd7fDRc Sebastian THrun explicando como ganar el Grand Challenge]

* [http://www.youtube.com/watch?v=I_ZjnfBKqoI pedestrian detection]

== structure from motion ==

[http://www.youtube.com/watch?v=2eaGwk4Xhks demo CBIT 2003]

[http://www.youtube.com/watch?v=v4fBSbEqtSs&feature=related presentacion univ. Girona underwater]

== narices electronicas ==

* [http://www.youtube.com/watch?v=oXpLdSjPkik narices electrónicas para la detección de cancer]

== human computer interaction ==

[http://www.youtube.com/watch?v=B4dwu3si9x0 hand gesture recognition OpenCV]

== content based image retrieval ==

* [http://www.youtube.com/watch?v=iWD0IyK9ddw demo de un sistema sencillo en matlab]

* [http://www.youtube.com/watch?v=2eaGwk4Xhks flexible image retrival based on image parts]

== Imagen Médica ==

* [http://www.youtube.com/watch?v=r5ODmPu9if8 Cell diffusion]

* [http://www.youtube.com/watch?v=H7QsDs8ZRMI Intro to diffusion]

* [http://www.youtube.com/watch?v=GCCCSWtaqJY Diffusion in brain tissues]

* [http://www.youtube.com/watch?v=PpoJQw4WSn8 Slideshow of a series of diffusion weighted images]

* [http://www.youtube.com/watch?v=6HZwCuN_P_0 Brain principal diffusion directions]

* [http://www.youtube.com/watch?v=8TAmyOAkCz8 Tractografía cerebral]

* [http://www.youtube.com/watch?v=TxlV50P6NEI The Human Connectome project]

= Referencias de grupos de investigacion =

* [http://www.apl.utoronto.ca/ Toronto]

* [http://www.cim.mcgill.ca/~apl/ McGill Univ.]

* [http://www.iai.csic.es/users/gpa/ CSIC Madrid]

* [http://www.perceptionlab.com/ St. Andrews Univ., Fyfe, Scotland]

* [http://www.stanford.edu/class/ee368/Project_11/index.html Standford digital image processing final projects]

* [http://www.cse.unr.edu/~bebis/CS679/ UNR course on pattern recognition]

* [http://www.lis.inpg.fr/pages_perso/herault/ Jeanny Herault, Grenoble]

= Recursos software=

* Matlab, Image Processing Toolbox
* Photoshop
* ImageJ [http://rsbweb.nih.gov/ij/]
* Scilab
* demo de algoritmos de clustering en java [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=130]

Archivo:PracticaVBM.pdf

2012-12-03T11:51:21Z

Mai.termenon:

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

2012-12-03T11:50:22Z

Mai.termenon: /* imagen medica */

= referencias generales =

* [http://www.britannica.com/EBchecked/topic/752433/artificial-perception enciclopedia Britannica]

* [http://en.wikipedia.org/wiki/Visual_perception#Artificial_visual_perception en wikipedia]

* [http://www.cs.uwaterloo.ca/~mannr/cs886-w10/ Percepción e inferencia bayesiana, curso en la Univ. Waterloo]

* visual recognition, tutorial AAAI 08 [http://www.vision.ee.ethz.ch/~bleibe/teaching/tutorial-aaai08/]

=Refencias de revistas y presentaciones=
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5217173 Teoria de la información y cibernética]
* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1672870&queryText%3D%28artificial+perception%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All un trabajo de 1975 reconstruccion 3D desde multiples vistas]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4308348 percepcion artificial en arrays adaptativos, 1980]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=485770 sensores naturales "no convencionales", los extraños sensores de otras especies....]
* tutorial on random forests [http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx]

== face detection and recognition ==
*[http://www.face-rec.org/ face recognition homepage]
* [http://www.facedetection.com/ face detection homepage]
* biometrics [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=11&ved=0CB4QFjAAOAo&url=http%3A%2F%2Fclassweb.gmu.edu%2Fjgifford%2FBIOMETRICS.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNFAtvmdGj_ErA5TRAcbnQqG4tvQIA&cad=rja]
* detecting faces [http://courses.cs.tamu.edu/rgutier/cpsc689_s07/yang2002faceDetectionSurveySLIDES.pdf], recent advances (2004) [http://vision.ai.uiuc.edu/mhyang/papers/icpr04_tutorial.pdf], adaboost for face detection [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=3&ved=0CDkQFjAC&url=http%3A%2F%2Fwww.cs.huji.ac.il%2Fcourse%2F2004%2Flearns%2FFaceDetection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHKmwHtDRRR-VsARUAOMOxbASE1mQ], face detection Viola [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=2&ved=0CC8QFjAB&url=http%3A%2F%2Fwww.cs.unc.edu%2F~lazebnik%2Fspring09%2Flec23_face_detection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHJ5q_jRt8YqXs5OaPQ-YD6YqqvRg], viola-jones [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=12&ved=0CCgQFjABOAo&url=http%3A%2F%2Fwww.ics.uci.edu%2F~smyth%2Fcourses%2Fcs175%2Fslides12_viola_jones_face_detection.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHpYTK_m9tRWibEEceKRHRsk-xmuw], pose and light invariant [http://www.biometrics.org/bc2004/Presentations/Conference/2%20Tuesday%20September%2021/Tue_Ballroom%20A/5%20TSWG/Ansari.pdf]
* 3D detection applied to faces and cars [http://www.cse.unr.edu/~bebis/CS679/PaperPresentations/schneiderman00.ppt]
* face detection and recognition [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=6&ved=0CFoQFjAF&url=http%3A%2F%2Fwww.cs.columbia.edu%2F~belhumeur%2Fcourses%2Fbiometrics%2F2010%2FFace%2520Detection%2520and%2520Recognition.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH-O5eCejESa1GaUK4_tPiBFZtmFQ], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=1&ved=0CCUQFjAA&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FIntroFaceDetectRecognition.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHls-pb_d-lhmFoun8AXl19YyPhPg]
* face recognition [http://www.umiacs.umd.edu/~joseph/face-recognition.pdf], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=7&ved=0CGAQFjAG&url=http%3A%2F%2Fwww.scourge.fr%2Fmathdesc%2Fdocuments%2Ffacerecog%2Ffinal.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH7rmVmML_FYbrBMFEPtI9JSBwS8A], PCA vs LDA [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=13&ved=0CDIQFjACOAo&url=http%3A%2F%2Fwww.cse.unr.edu%2F~bebis%2FCS790Q%2FLect%2FFR_PCA_LDA.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHZBXEM4aTycMA_keqJf-H3GFeFJg], real time [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=17&ved=0CFgQFjAGOAo&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FRT-face-recognition.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNEm-k184vGR6sfgSHb2m149iimYbA], dynamic face recognition 1999 [http://www.google.es/url?sa=t&rct=j&q=dynamic%20face%20recognition&source=web&cd=5&ved=0CFMQFjAE&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FDynamic-face-recognition.ppt&ei=UG-xTqirL8rH8gPy6vHRAQ&usg=AFQjCNExAs_JkxAQX8l4Hp78YPUwrEyseQ]

== robotica general ==

* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5520612&queryText%3D%28gulf+spill%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All lecciones aprendidas del desparrame del golfo]

* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4770229 una nueva raza de robots :)]

*[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.60.9968&rep=rep1&type=pdf una tesis sobre visual servoing en un robot amfibio]

* [http://spectrum.ieee.org/automaton/robotics/artificial-intelligence/how-google-self-driving-car-works como funciona el coche de google]

== optical flow ==

* CMU course introduction to optical flow [http://www.google.es/url?sa=t&rct=j&q=face%20tracking%20ppt&source=web&cd=8&ved=0CGMQFjAH&url=http%3A%2F%2Fwww.cs.cmu.edu%2Fafs%2Fcs%2Facademic%2Fclass%2F15385-s06%2Flectures%2Fppts%2Flec-16.ppt&ei=GEaxTon5FcK48gPxu5nOAQ&usg=AFQjCNHzTQ33kJfmWJUf1OppPLZr9YTsWw]

== tracking ==

* tracking motion, S. Thrun [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=1&ved=0CB0QFjAA&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b07%2Fnotes%2FCS223B-L12-Tracking.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNFgwv20W_DV9aDgyLCW7G2eenmRQw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=2&ved=0CCMQFjAB&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b06%2Fnotes%2FCS%2520223-B%2520L11%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNGiRAIXw7G4t4DAtZSZq5kYzM4euw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=3&ved=0CCwQFjAC&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b05%2Fnotes%2FCS%2520223-B%2520L12%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNEtTWZefCe1ezN9gvh-OJ7zW-fqog]

* particle filters [http://web.me.com/dellaert/07F-Vision/Schedule_files/11-ParticleFilters.ppt.pdf]

* [http://www.cs.unc.edu/~welch/kalman/ kalman filter]

== environmental sensing ==

*[http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1526904 operación Neptuno: sensorización oceánica]

== content based retrieval ==

* life-log retrieval [http://research.microsoft.com/en-us/um/people/jgemmell/carpe2004/CARPE2004-Aizawa.pdf]

== imagen medica ==

* [http://www.fmrib.ox.ac.uk/Members/karla/lectures-and-teaching-material Teaching material Karla Miller from fMRIB Univ. Oxford]

* un prezi de MRI y fMRI [http://prezi.com/goiorwi3w-bl/quick-intro-to-mri-and-fmri/]

* curso SPM de 2008 [http://www.fil.ion.ucl.ac.uk/spm/course/slides08-zurich/ ]

* [[media:Presentacion-articulo-staal-2007.pdf| segmentacion de vasos en retina]]

* [[Media:On_dti_models_20110112.pdf | Slides sobre Modelos de difusión para imagen de tensor de difusión (DTI)]]

* [[Media:IntroMaster2012.pdf | Introduccion al Análisis de Imagenes Cerebrales]]

== finanzas ==

* trading at the speed of light [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6027232]

=Videos=

== Image Processing ==

* [[2009-10-24-video-skeleton|Calculo del esqueleto con poda en tiempo real para interfaz gestual]]

* [http://www.youtube.com/watch?v=fnquZgz9aVc ejercicios de optical flow detection]

== proceso de caras ==
* [http://www.youtube.com/watch?v=tj93NSIVkOs face detection with OpenCV]
* [http://www.youtube.com/watch?v=V7UdYzCMKvw deteccion de caracteristicas de caras con OpenCV]
* [http://www.youtube.com/watch?v=_KhP3O3GeYs deteccion de ojos con OpenCV]
* [http://www.youtube.com/watch?v=V25qu1xpJOc&feature=fvsr un sistema de reconocimiento de expresiones]
* [http://www.youtube.com/watch?v=5G6ZR5lJgTI&NR=1 expresiones faciales desde el punto de vista sicologico]
* [http://www.youtube.com/watch?v=TrgNKGjSyxA&NR=1&feature=fvwp descripcion de los elementos de las expresiones]
* [http://www.youtube.com/watch?v=VK2N3PvaFcs&feature=related animaciones realistas de caras 3D]
* [http://www.youtube.com/watch?v=lo_a2cfBUGc aplicaciones comerciales de eye tracking]

== tracking ==

* [http://www.youtube.com/watch?v=3gf8LXTQQWA hand tracking]

== reconocimiento de huellas ==

* [http://www.youtube.com/watch?v=Ry8920R7bxs elementos de reconocimiento de huellas]

* [http://www.youtube.com/watch?v=esbEHFEbUNI ejemplo de sistema de minucias]

* [http://www.youtube.com/watch?v=vob8Os8HHqA fantasmada 1]

* [http://www.youtube.com/watch?v=PHz05H89-Fs escaner de mano ¿?]

* [http://www.youtube.com/watch?v=cFFvMiPh6Ec fichar con la mano]

* [http://www.youtube.com/watch?v=4HRGEHcH8C0 faking fingerprints]

* [http://www.youtube.com/watch?v=-H71tyMupqk faking fingerprints 2]

== reconocimiento de iris ==

* [http://www.youtube.com/watch?v=QEQEht8zloQ demo de sistema de reconocimiento de iris]

* [http://www.youtube.com/watch?v=aQBl7hFVqOo demo de sistema 2]

* [http://www.youtube.com/watch?v=SBKS_OiBzP4 dicen que funciona en Heathrow ¿?]

== MObile robotics ==

* [http://www.youtube.com/watch?v=oDgr80cGwPQ DARPA Grand Challenge]
* [http://www.youtube.com/watch?v=TDqzyd7fDRc Sebastian THrun explicando como ganar el Grand Challenge]

* [http://www.youtube.com/watch?v=I_ZjnfBKqoI pedestrian detection]

== structure from motion ==

[http://www.youtube.com/watch?v=2eaGwk4Xhks demo CBIT 2003]

[http://www.youtube.com/watch?v=v4fBSbEqtSs&feature=related presentacion univ. Girona underwater]

== narices electronicas ==

* [http://www.youtube.com/watch?v=oXpLdSjPkik narices electrónicas para la detección de cancer]

== human computer interaction ==

[http://www.youtube.com/watch?v=B4dwu3si9x0 hand gesture recognition OpenCV]

== content based image retrieval ==

* [http://www.youtube.com/watch?v=iWD0IyK9ddw demo de un sistema sencillo en matlab]

* [http://www.youtube.com/watch?v=2eaGwk4Xhks flexible image retrival based on image parts]

== Imagen Médica ==

* [http://www.youtube.com/watch?v=r5ODmPu9if8 Cell diffusion]

* [http://www.youtube.com/watch?v=H7QsDs8ZRMI Intro to diffusion]

* [http://www.youtube.com/watch?v=GCCCSWtaqJY Diffusion in brain tissues]

* [http://www.youtube.com/watch?v=PpoJQw4WSn8 Slideshow of a series of diffusion weighted images]

* [http://www.youtube.com/watch?v=6HZwCuN_P_0 Brain principal diffusion directions]

* [http://www.youtube.com/watch?v=8TAmyOAkCz8 Tractografía cerebral]

* [http://www.youtube.com/watch?v=TxlV50P6NEI The Human Connectome project]

= Referencias de grupos de investigacion =

* [http://www.apl.utoronto.ca/ Toronto]

* [http://www.cim.mcgill.ca/~apl/ McGill Univ.]

* [http://www.iai.csic.es/users/gpa/ CSIC Madrid]

* [http://www.perceptionlab.com/ St. Andrews Univ., Fyfe, Scotland]

* [http://www.stanford.edu/class/ee368/Project_11/index.html Standford digital image processing final projects]

* [http://www.cse.unr.edu/~bebis/CS679/ UNR course on pattern recognition]

* [http://www.lis.inpg.fr/pages_perso/herault/ Jeanny Herault, Grenoble]

= Recursos software=

* Matlab, Image Processing Toolbox
* Photoshop
* ImageJ [http://rsbweb.nih.gov/ij/]
* Scilab
* demo de algoritmos de clustering en java [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=130]

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

2012-12-03T11:50:01Z

Mai.termenon: /* imagen medica */

= referencias generales =

* [http://www.britannica.com/EBchecked/topic/752433/artificial-perception enciclopedia Britannica]

* [http://en.wikipedia.org/wiki/Visual_perception#Artificial_visual_perception en wikipedia]

* [http://www.cs.uwaterloo.ca/~mannr/cs886-w10/ Percepción e inferencia bayesiana, curso en la Univ. Waterloo]

* visual recognition, tutorial AAAI 08 [http://www.vision.ee.ethz.ch/~bleibe/teaching/tutorial-aaai08/]

=Refencias de revistas y presentaciones=
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5217173 Teoria de la información y cibernética]
* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1672870&queryText%3D%28artificial+perception%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All un trabajo de 1975 reconstruccion 3D desde multiples vistas]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4308348 percepcion artificial en arrays adaptativos, 1980]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=485770 sensores naturales "no convencionales", los extraños sensores de otras especies....]
* tutorial on random forests [http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx]

== face detection and recognition ==
*[http://www.face-rec.org/ face recognition homepage]
* [http://www.facedetection.com/ face detection homepage]
* biometrics [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=11&ved=0CB4QFjAAOAo&url=http%3A%2F%2Fclassweb.gmu.edu%2Fjgifford%2FBIOMETRICS.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNFAtvmdGj_ErA5TRAcbnQqG4tvQIA&cad=rja]
* detecting faces [http://courses.cs.tamu.edu/rgutier/cpsc689_s07/yang2002faceDetectionSurveySLIDES.pdf], recent advances (2004) [http://vision.ai.uiuc.edu/mhyang/papers/icpr04_tutorial.pdf], adaboost for face detection [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=3&ved=0CDkQFjAC&url=http%3A%2F%2Fwww.cs.huji.ac.il%2Fcourse%2F2004%2Flearns%2FFaceDetection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHKmwHtDRRR-VsARUAOMOxbASE1mQ], face detection Viola [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=2&ved=0CC8QFjAB&url=http%3A%2F%2Fwww.cs.unc.edu%2F~lazebnik%2Fspring09%2Flec23_face_detection.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHJ5q_jRt8YqXs5OaPQ-YD6YqqvRg], viola-jones [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=12&ved=0CCgQFjABOAo&url=http%3A%2F%2Fwww.ics.uci.edu%2F~smyth%2Fcourses%2Fcs175%2Fslides12_viola_jones_face_detection.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHpYTK_m9tRWibEEceKRHRsk-xmuw], pose and light invariant [http://www.biometrics.org/bc2004/Presentations/Conference/2%20Tuesday%20September%2021/Tue_Ballroom%20A/5%20TSWG/Ansari.pdf]
* 3D detection applied to faces and cars [http://www.cse.unr.edu/~bebis/CS679/PaperPresentations/schneiderman00.ppt]
* face detection and recognition [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=6&ved=0CFoQFjAF&url=http%3A%2F%2Fwww.cs.columbia.edu%2F~belhumeur%2Fcourses%2Fbiometrics%2F2010%2FFace%2520Detection%2520and%2520Recognition.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH-O5eCejESa1GaUK4_tPiBFZtmFQ], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=1&ved=0CCUQFjAA&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FIntroFaceDetectRecognition.ppt&ei=3WOnTpeCAdPB8QPbt43UDw&usg=AFQjCNHls-pb_d-lhmFoun8AXl19YyPhPg]
* face recognition [http://www.umiacs.umd.edu/~joseph/face-recognition.pdf], [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=7&ved=0CGAQFjAG&url=http%3A%2F%2Fwww.scourge.fr%2Fmathdesc%2Fdocuments%2Ffacerecog%2Ffinal.ppt&ei=2GGnTvz7J4Ol8QOx89TeDw&usg=AFQjCNH7rmVmML_FYbrBMFEPtI9JSBwS8A], PCA vs LDA [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=13&ved=0CDIQFjACOAo&url=http%3A%2F%2Fwww.cse.unr.edu%2F~bebis%2FCS790Q%2FLect%2FFR_PCA_LDA.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNHZBXEM4aTycMA_keqJf-H3GFeFJg], real time [http://www.google.es/url?sa=t&rct=j&q=face%20detection%20ppt&source=web&cd=17&ved=0CFgQFjAGOAo&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FRT-face-recognition.ppt&ei=MWinTpqxGYmZ8QOmg7mjDw&usg=AFQjCNEm-k184vGR6sfgSHb2m149iimYbA], dynamic face recognition 1999 [http://www.google.es/url?sa=t&rct=j&q=dynamic%20face%20recognition&source=web&cd=5&ved=0CFMQFjAE&url=http%3A%2F%2Fwww.ee.pdx.edu%2F~mperkows%2FCLASS_479%2FBiometrics%2FFaceRecognition%2FDynamic-face-recognition.ppt&ei=UG-xTqirL8rH8gPy6vHRAQ&usg=AFQjCNExAs_JkxAQX8l4Hp78YPUwrEyseQ]

== robotica general ==

* [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5520612&queryText%3D%28gulf+spill%29%26refinements%3D4294967131%26openedRefinements%3D*%26matchBoolean%3Dtrue%26searchField%3DSearch+All lecciones aprendidas del desparrame del golfo]

* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4770229 una nueva raza de robots :)]

*[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.60.9968&rep=rep1&type=pdf una tesis sobre visual servoing en un robot amfibio]

* [http://spectrum.ieee.org/automaton/robotics/artificial-intelligence/how-google-self-driving-car-works como funciona el coche de google]

== optical flow ==

* CMU course introduction to optical flow [http://www.google.es/url?sa=t&rct=j&q=face%20tracking%20ppt&source=web&cd=8&ved=0CGMQFjAH&url=http%3A%2F%2Fwww.cs.cmu.edu%2Fafs%2Fcs%2Facademic%2Fclass%2F15385-s06%2Flectures%2Fppts%2Flec-16.ppt&ei=GEaxTon5FcK48gPxu5nOAQ&usg=AFQjCNHzTQ33kJfmWJUf1OppPLZr9YTsWw]

== tracking ==

* tracking motion, S. Thrun [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=1&ved=0CB0QFjAA&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b07%2Fnotes%2FCS223B-L12-Tracking.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNFgwv20W_DV9aDgyLCW7G2eenmRQw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=2&ved=0CCMQFjAB&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b06%2Fnotes%2FCS%2520223-B%2520L11%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNGiRAIXw7G4t4DAtZSZq5kYzM4euw], [http://www.google.es/url?sa=t&rct=j&q=tacking%20thrun%20ppt&source=web&cd=3&ved=0CCwQFjAC&url=http%3A%2F%2Frobots.stanford.edu%2Fcs223b05%2Fnotes%2FCS%2520223-B%2520L12%2520Filters.ppt&ei=AlOxTvinJYXf8QOhkrSuAQ&usg=AFQjCNEtTWZefCe1ezN9gvh-OJ7zW-fqog]

* particle filters [http://web.me.com/dellaert/07F-Vision/Schedule_files/11-ParticleFilters.ppt.pdf]

* [http://www.cs.unc.edu/~welch/kalman/ kalman filter]

== environmental sensing ==

*[http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1526904 operación Neptuno: sensorización oceánica]

== content based retrieval ==

* life-log retrieval [http://research.microsoft.com/en-us/um/people/jgemmell/carpe2004/CARPE2004-Aizawa.pdf]

== imagen medica ==

* [http://www.fmrib.ox.ac.uk/Members/karla/lectures-and-teaching-material Teaching material Karla Miller from fMRIB Univ. Oxford]

* un prezi de MRI y fMRI [http://prezi.com/goiorwi3w-bl/quick-intro-to-mri-and-fmri/]

* curso SPM de 2008 [http://www.fil.ion.ucl.ac.uk/spm/course/slides08-zurich/ ]

* [[media:Presentacion-articulo-staal-2007.pdf| segmentacion de vasos en retina]]

* [[Media:On_dti_models_20110112.pdf | Slides sobre Modelos de difusión para imagen de tensor de difusión (DTI)]]

* [[Media:IntroMaster2012.pdf | Introduccion al Análisis de Imagenes Cerebrales]

== finanzas ==

* trading at the speed of light [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6027232]

=Videos=

== Image Processing ==

* [[2009-10-24-video-skeleton|Calculo del esqueleto con poda en tiempo real para interfaz gestual]]

* [http://www.youtube.com/watch?v=fnquZgz9aVc ejercicios de optical flow detection]

== proceso de caras ==
* [http://www.youtube.com/watch?v=tj93NSIVkOs face detection with OpenCV]
* [http://www.youtube.com/watch?v=V7UdYzCMKvw deteccion de caracteristicas de caras con OpenCV]
* [http://www.youtube.com/watch?v=_KhP3O3GeYs deteccion de ojos con OpenCV]
* [http://www.youtube.com/watch?v=V25qu1xpJOc&feature=fvsr un sistema de reconocimiento de expresiones]
* [http://www.youtube.com/watch?v=5G6ZR5lJgTI&NR=1 expresiones faciales desde el punto de vista sicologico]
* [http://www.youtube.com/watch?v=TrgNKGjSyxA&NR=1&feature=fvwp descripcion de los elementos de las expresiones]
* [http://www.youtube.com/watch?v=VK2N3PvaFcs&feature=related animaciones realistas de caras 3D]
* [http://www.youtube.com/watch?v=lo_a2cfBUGc aplicaciones comerciales de eye tracking]

== tracking ==

* [http://www.youtube.com/watch?v=3gf8LXTQQWA hand tracking]

== reconocimiento de huellas ==

* [http://www.youtube.com/watch?v=Ry8920R7bxs elementos de reconocimiento de huellas]

* [http://www.youtube.com/watch?v=esbEHFEbUNI ejemplo de sistema de minucias]

* [http://www.youtube.com/watch?v=vob8Os8HHqA fantasmada 1]

* [http://www.youtube.com/watch?v=PHz05H89-Fs escaner de mano ¿?]

* [http://www.youtube.com/watch?v=cFFvMiPh6Ec fichar con la mano]

* [http://www.youtube.com/watch?v=4HRGEHcH8C0 faking fingerprints]

* [http://www.youtube.com/watch?v=-H71tyMupqk faking fingerprints 2]

== reconocimiento de iris ==

* [http://www.youtube.com/watch?v=QEQEht8zloQ demo de sistema de reconocimiento de iris]

* [http://www.youtube.com/watch?v=aQBl7hFVqOo demo de sistema 2]

* [http://www.youtube.com/watch?v=SBKS_OiBzP4 dicen que funciona en Heathrow ¿?]

== MObile robotics ==

* [http://www.youtube.com/watch?v=oDgr80cGwPQ DARPA Grand Challenge]
* [http://www.youtube.com/watch?v=TDqzyd7fDRc Sebastian THrun explicando como ganar el Grand Challenge]

* [http://www.youtube.com/watch?v=I_ZjnfBKqoI pedestrian detection]

== structure from motion ==

[http://www.youtube.com/watch?v=2eaGwk4Xhks demo CBIT 2003]

[http://www.youtube.com/watch?v=v4fBSbEqtSs&feature=related presentacion univ. Girona underwater]

== narices electronicas ==

* [http://www.youtube.com/watch?v=oXpLdSjPkik narices electrónicas para la detección de cancer]

== human computer interaction ==

[http://www.youtube.com/watch?v=B4dwu3si9x0 hand gesture recognition OpenCV]

== content based image retrieval ==

* [http://www.youtube.com/watch?v=iWD0IyK9ddw demo de un sistema sencillo en matlab]

* [http://www.youtube.com/watch?v=2eaGwk4Xhks flexible image retrival based on image parts]

== Imagen Médica ==

* [http://www.youtube.com/watch?v=r5ODmPu9if8 Cell diffusion]

* [http://www.youtube.com/watch?v=H7QsDs8ZRMI Intro to diffusion]

* [http://www.youtube.com/watch?v=GCCCSWtaqJY Diffusion in brain tissues]

* [http://www.youtube.com/watch?v=PpoJQw4WSn8 Slideshow of a series of diffusion weighted images]

* [http://www.youtube.com/watch?v=6HZwCuN_P_0 Brain principal diffusion directions]

* [http://www.youtube.com/watch?v=8TAmyOAkCz8 Tractografía cerebral]

* [http://www.youtube.com/watch?v=TxlV50P6NEI The Human Connectome project]

= Referencias de grupos de investigacion =

* [http://www.apl.utoronto.ca/ Toronto]

* [http://www.cim.mcgill.ca/~apl/ McGill Univ.]

* [http://www.iai.csic.es/users/gpa/ CSIC Madrid]

* [http://www.perceptionlab.com/ St. Andrews Univ., Fyfe, Scotland]

* [http://www.stanford.edu/class/ee368/Project_11/index.html Standford digital image processing final projects]

* [http://www.cse.unr.edu/~bebis/CS679/ UNR course on pattern recognition]

* [http://www.lis.inpg.fr/pages_perso/herault/ Jeanny Herault, Grenoble]

= Recursos software=

* Matlab, Image Processing Toolbox
* Photoshop
* ImageJ [http://rsbweb.nih.gov/ij/]
* Scilab
* demo de algoritmos de clustering en java [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=130]

Archivo:IntroMaster2012.pdf

2012-12-03T11:47:24Z

Mai.termenon:

Usuario:Mai.termenon

2012-10-30T09:43:54Z

Mai.termenon: /* Publications */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb|Maite Termenon]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 [http://www.sciencedirect.com/science/article/pii/S0925231212007941].

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligence Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T11:25:11Z

Mai.termenon: /* Revistas (ordenadas por factor de impacto) */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb|Maite Termenon]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligence Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T11:24:40Z

Mai.termenon: /* Work Experience */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb|Maite Termenon]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligence Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T11:05:46Z

Mai.termenon: /* Maite Termenón */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb|Maite Termenon]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T10:29:14Z

Mai.termenon: /* Maite Termenón Conde */

== Maite Termenón ==

[[Imagen:termenon.jpg|200px|thumb]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T10:28:09Z

Mai.termenon: /* Maite Termenón Conde */

== Maite Termenón Conde ==

[[Imagen:termenon.jpg|200px|thumb]]
* Contact: maite.termenon[AT] ehu [DOT] es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T10:27:20Z

Mai.termenon: /* Maite Termenón Conde */

== Maite Termenón Conde ==

[[Imagen:termenon.jpg|200px|thumb]]
* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Archivo:Termenon.jpg

2012-08-27T10:26:48Z

Mai.termenon:

Usuario:Mai.termenon

2012-08-27T10:24:56Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==

[http://scholar.google.es/citations?hl=es&user=OAg74-QAAAAJ Google Scholar]

<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Daria.chizhik

2012-08-27T10:23:53Z

Mai.termenon: /* Darya Chyzhyk */

= Darya Chyzhyk =

[[Imagen:Pajaro.jpg |right|thumb|200px|]]
[[Imagen:Chyzhyk.jpg |right|thumb|200px|]]

[http://scholar.google.com/citations?user=dGLbN_IAAAAJ Google Scholar]

= Personal data =
:PhD Student
:Thesis title: Estudio de técnicas de análisis de imagen con aplicación a la morfometría cerebral
:Thesis advisor: Manuel Graña

= Contact data =

* <b>E-mail:</b> darya.chyzhyk@ehu.es
* <b>Phone number:</b> 0034 943 01 8047
* <b>Address:</b>
** Darya Chyzhyk
** Computational Intelligence Group
** Computer Science Faculty - Lab. 307
** University Of The Basque Country (UPV/EHU)
** Paseo Manuel Lardizabal 1 - CP: 20018 Donostia-San Sebastián (GUIPUZCOA) - Spain
= Reseach Areas =
Medical Image Analysis, Machine learning and Image Processing.

= Publicaciones =
== Publicaciones internas ==

* [[Media:Chyzhyk Reconocimiento automatico del alfabeto doctilologico 1.pdf | Trabajo sobre reconocimiento visual del alfabeto dactilológico]]

* [[media:GIC-UPV-EHU-RR-2010-10-14.pdf|Feature extraction from structural MRI images based on VBM: data from OASIS database ]]

==2012==

; 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

==2011==

; 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
: doi:10.1016/j.neucom.2011.02.024
: ISSN 0925-2312
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440

; 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

; 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 (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

==2010==
;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

;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, issue 10, 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]

; 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

;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

==2009==
;Darya Chyzhyk
:Inferencia en FSL para morfometria basada en vóxel (voxel base morphometry).
:III Jornada de Inteligencia Computacional, JIC’09. Servicio editorial de la UPV/EHU, 2009. ISBN 978-84-9860-320-0

=Activities=
== Reviews ==
* Journal of Mathematical Imaging and Vision
* HAIS 2010
* An International Journal on Multi-Sensor, Multi-Source Information Fusion
== Organizer ==
* Local organizing committee member of the 5th International Conference on Hybrid Artificial Intelligence Systems – HAIS 2010 in San Sebastian (Spain), 23-25 de Junio, 2010.
* Programme committee member of the Third International Conference on Computational Aspects of Social Networks ([http://www.mirlabs.org/cason11/ CASoN 2011]), October 19-21, 2011 in Salamanca, Spain.
* Programme committee member of the Seventh International Conference on Next Generation Web Services Practices ([http://www.mirlabs.org/nwesp11/ NWeSP 2011]), October 19-21, 2011 in Salamanca, Spain.
* Programme committee member of the Third World Congress on Nature and Biologically Inspired Computing ([http://www.mirlabs.org/nabic11/ NaBIC 2011]), October 19-21, 2011 in Salamanca, Spain.
* Programme committee member of the 7th International Conference on Hybrid Artificial Intelligence Systems – HAIS 2012 ([http://hais.usal.es/ HAIS 2012]), March 28-30, 2012 in Salamanca, Spain.
* Programme committee member of the Fourth World Congress on Nature and Biologically Inspired Computing – ([http://www.mirlabs.org/nabic12 NaBIC 2012]) November 05-09, 2012, Mexico City, Mexico.

==Internship==
* University of Florida.
: Department of Computer &Information Science & Engineering
: Responsable investigator: Professor Gerhard X. Ritter
: September 15th – December 15th, 2011

== Research projects participation ==
* Project Title: Computational Intelligence techniques for brain imaging and the
neurosciences
** Organism: University of Basque Country
** Reference: MICINN Project, TIN2011-23823
** Principal Investigator: Prof. Manuel Graña Romay
** Date: 2011 – 2013.

==Courses==
* FSL & FreeSurfer Course 2010
: Heidelberg, Germany
: 31 May - 4 June 2010
* Course on Statistical Parametric Mapping (SPM)
: Zurich, Switzerland
: 16-18 February 2011
* International Summer Course on Medical Imaging using Bio-inspired and Soft Computing (MIBISOC)
: European Centre of Soft Computing, Mieres, Spain
: 4-8 July 2011

==Semana de la ciencia==
* IX Semana de la Ciencia 2009
* X Semana de la Ciencia 2010

=Congress of interest=

* HAIS 2012, Salamanca, Spain, March 28th-30th, 2012.
http://hais.usal.es/
* ISBI 2012, 2-5 May, Barcelona, Spain.
http://www.biomedicalimaging.org/index.php/authors/call-for-papers
* ESANN 2012, Bruges, Belgium, 25 to 27 April 2012 - 20th anniversary !
http://www.esann.org/
* Neuroinformatics 2012, Munich, Germany, September 10-12
http://www.neuroinformatics2012.org/
deadline February - April, 2012
* MICCAI 2012, Nice - October 1-5, 2012
http://www.miccai.org/
* [http://mbic.unimaas.nl/redirect.asp?page=WorkShops | M-BIC Workshop Series], rsfMRI

=Images=
* fMRI
* sMRI
* Resting-state fMRI
** [http://restfmri.net/| REST]
** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC]
=Data base=
* Alzheimer's disease, OASIS
* Schizophrenia
* Cocainomania

[http://fcon_1000.projects.nitrc.org/indi/retro/Power2012.html| 2012 Neuroimage Sample]

=Soft=
* SPM
* FSL
** [http://rwww.fmrib.ox.ac.uk/fsl/melodic/index.html| MELODIC]
** FreeSurfer
* [http://restfmri.net/| REST], DPARSF
* [http://sites.google.com/a/brain-connectivity-toolbox.net/bct/| Brain Connectivity Toolbox]
* GIFT - ICA toolbox
* AFNI
* [http://www.imaios.com/en/e-Anatomy/Head-and-Neck/Brain-MRI-3D| Anatomy of the brain ] de prepago :(

=Grants=
* [http://www.educacion.gob.es/horizontales/servicios/becas-ayudas-subvenciones/para-profesores.html| Beca FPU ]

= Estado burocrático de la tesis =
Director - Manuel Graña Romay
;beca concedida desde agosto 2009
== subsección ==

== Friday sessions==
[http://www.ehu.es/ccwintco/index.php/Friday_sessions Friday sessions]

=tareas pendientes=

1 -Reformato de imagenes[http://www.ehu.es/ccwintco/index.php/Formatos_de_imagen], funcionales, fMRI

* coger imágenes del administrador de archivos de la cuenta de visitantes del groupware.

* usar MRIcron[http://www.sph.sc.edu/comd/rorden/mricron/] para pasar de formato DICOM a NIfTI (imagen final 4D)

* ¿Existe una imagen estructural(MRI (T1))? Si existe convertirla en formato NIfTI (imagen final 3D)

* Comprobar que se puede trabajar con el SPM5[http://www.fil.ion.ucl.ac.uk/spm/software/spm5/] y las imágenes NIfTI que hemos generado.

2 -Crear una variable en Matlab que contenga todas las imágenes de fMRI para aplicar nuestros algoritmos de análisis.

*Funciones a utilizar (dicominfo y dicomread)

*[http://cslras.pbworks.com/w/page/27311698/VBM-SPM8 | DARTEL ]
*[http://spanish.madrid.usembassy.gov/es/visas/no-inmigrante/tipos/academicos.html | Embajada E.E.U.U ]

Usuario:Mai.termenon

2012-08-27T10:13:24Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: '''International Symposium on Extreme Learning Machines''' 2012 (Accepted for publication).

; 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''' JCR(2011) 1.580 (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T10:11:55Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: International Symposium on Extreme Learning Machines 2012 (Accepted for publication).

; 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''' (Accepted for publication).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-08-27T10:11:36Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: International Symposium on Extreme Learning Machines 2012 (Accepted).

; 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''' (Accepted).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Revistas

2012-08-27T10:08:42Z

Mai.termenon: /* 2012 */

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

; Alexandre Savio, Manuel Graña
: Deformation Based Feature Selection for Computer Aided Diagnosis of Alzheimer's Disease
: ESWA

;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 (2011) 0.639

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

;Borja Fernandez-Gauna; Ion Marques; Manuel Graña
:Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control
: Information Sciences

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

;Borja Fernandez-Gauna; Ismael Etxeberria Agiriano; Igor Ansoategi; Manuel Graña
:Improved Distributed Round-Robin Q-Learning for Linked-Multicomponent Robotic System control
: International Journal of Advanced Robotic Systems JCR (2011) 0.375

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Modular Q-Learning with State-Action Vetoes for Linked Multi-component Robotic Systems
: International Journal of Applied Mathematics and Computer Science
: JCR (2011) 0.487

;A. Moujahid, A. D'Anjou
:Metabolic efficiency with fast spiking in the squid axon
: Journal of Theoretical Biology
: 5-Year Impact Factor: 2.415

== 2012 ==

;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 (accepted)
: JCR (2011) 1.580

; Michal Wozniak, Emilio Corchado, Manuel Graña
:Guest Editorial: Hybrid Intelligent Fusion Systems
: Information Fusion (in press)

;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
: Robotics and Autonomous Systems (accepted)
: JCR (2011) 1.056

;Ion Marques, Manuel Graña
: Fusion of lattice independent and linear features improving face identification
: Neurocomputing (accepted)
: JCR (2011) 1.580

;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)
:Journal of Mathematical Imaging and Vision (online) [http://www.springer.com/alert/urltracking.do?id=Lcb6681Ma53e73Sa]
: JCR (2011) 1.391

; A. Moujahid, A. D'Anjou, B. Cases
: Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach.
: Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena
: Volume 45, Issues 9–10, September–October 2012, Pages 1171–1179
: JCR 5-Year Impact Factor: 1.41

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.
: JCR (2011) 2.105

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion (accepted)
: JCR (2010) 1.621 (2011) 1.467

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (in press)
: JCR (2010) 1.442 (2011) 1.580

;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 49(9), pp 3472-3489. September 2012. [http://dx.doi.org/10.1016/j.patcog.2012.03.015 doi]
: JCR (2010) 2.607 (2011) 2.292

;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 (2011) 1.880

; 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 (2011) 0.217

; 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 (2011) 2.964

;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 (2011) 1.182

;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=Journals+%26+Magazines&queryText%3Dspectral+spatial+cbir "A spectral/spatial CBIR system for hyperspectral images."]
: IEEE Journal of Selected Topics in Earth Observations and Remote Sensing 5(2), pp 488-500. April 2012.
: JCR (2010) 1.140 (2011) 1.489

;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 (2011) 0.811

;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 (2011) 2.225

;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 20(3):625-633
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913

;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 (2011) 0.913

; 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) 0.913

==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
: IF JCR (2011) 1.481

; 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]

Usuario:Mai.termenon

2012-07-30T08:09:27Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
: "Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
: International Symposium on Extreme Learning Machines 2012 (Submitted in June 2012).

; 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''' (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Revistas

2012-07-30T08:08:25Z

Mai.termenon: /* submitidos sin decision */

[[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 (2011) 0.639

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

;Borja Fernandez-Gauna; Ion Marques; Manuel Graña
:Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control
: Information Sciences

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

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Modular Q-Learning with State-Action Vetoes for Linked Multi-component Robotic Systems
: International Journal of Applied Mathematics and Computer Science
: JCR (2011) 0.487

;A. Moujahid, A. D'Anjou
:Metabolic efficiency with fast spiking in the squid axon
: Journal of Theoretical Biology
: 5-Year Impact Factor: 2.415

== 2012 ==

; Michal Wozniak, Emilio Corchado, Manuel Graña
:Guest Editorial: Hybrid Intelligent Fusion Systems
: Information Fusion (in press)

;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
: Robotics and Autonomous Systems (accepted)
: JCR (2011) 1.056

;Ion Marques, Manuel Graña
: Fusion of lattice independent and linear features improving face identification
: Neurocomputing (accepted)
: JCR (2011) 1.580

;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)
:Journal of Mathematical Imaging and Vision (online) [http://www.springer.com/alert/urltracking.do?id=Lcb6681Ma53e73Sa]
: JCR (2011) 1.391

; A. Moujahid, A. D'Anjou, B. Cases
: Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach.
: Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena
: Volume 45, Issues 9–10, September–October 2012, Pages 1171–1179
: JCR 5-Year Impact Factor: 1.41

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.
: JCR (2011) 2.105

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion (accepted)
: JCR (2010) 1.621 (2011) 1.467

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (in press)
: JCR (2010) 1.442 (2011) 1.580

;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 (2011) 2.292

;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 (2011) 1.880

; 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 (2011) 0.217

; 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 (2011) 2.964

;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 (2011) 1.182

;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 (2011) 1.489

;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 (2011) 0.811

;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 (2011) 2.225

;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 20(3):625-633
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913

;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 (2011) 0.913

; 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) 0.913

==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
: IF JCR (2011) 1.481

; 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]

Revistas

2012-07-30T08:04:24Z

Mai.termenon: /* 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 (2011) 0.639

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

;Borja Fernandez-Gauna; Ion Marques; Manuel Graña
:Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control
: Information Sciences

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

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Modular Q-Learning with State-Action Vetoes for Linked Multi-component Robotic Systems
: International Journal of Applied Mathematics and Computer Science
: JCR (2011) 0.487

;A. Moujahid, A. D'Anjou
:Metabolic efficiency with fast spiking in the squid axon
: Journal of Theoretical Biology
: 5-Year Impact Factor: 2.415

== 2012 ==

; Michal Wozniak, Emilio Corchado, Manuel Graña
:Guest Editorial: Hybrid Intelligent Fusion Systems
: Information Fusion (in press)

;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
: Robotics and Autonomous Systems (accepted)
: JCR (2011) 1.056

;Ion Marques, Manuel Graña
: Fusion of lattice independent and linear features improving face identification
: Neurocomputing (accepted)
: JCR (2011) 1.580

;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)
:Journal of Mathematical Imaging and Vision (online) [http://www.springer.com/alert/urltracking.do?id=Lcb6681Ma53e73Sa]
: JCR (2011) 1.391

; A. Moujahid, A. D'Anjou, B. Cases
: Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach.
: Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena
: Volume 45, Issues 9–10, September–October 2012, Pages 1171–1179
: JCR 5-Year Impact Factor: 1.41

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.
: JCR (2011) 2.105

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion (accepted)
: JCR (2010) 1.621 (2011) 1.467

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (in press)
: JCR (2010) 1.442 (2011) 1.580

;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 (2011) 2.292

;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 (2011) 1.880

; 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 (2011) 0.217

; 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 (2011) 2.964

;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 (2011) 1.182

;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 (2011) 1.489

;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 (2011) 0.811

;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 (2011) 2.225

;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 20(3):625-633
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913

;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 (2011) 0.913

; 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) 0.913

==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
: IF JCR (2011) 1.481

; 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]

Revistas

2012-07-30T08:02:45Z

Mai.termenon: /* 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 (2011) 0.639

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

;Borja Fernandez-Gauna; Ion Marques; Manuel Graña
:Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control
: Information Sciences

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

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Modular Q-Learning with State-Action Vetoes for Linked Multi-component Robotic Systems
: International Journal of Applied Mathematics and Computer Science
: JCR (2011) 0.487

;A. Moujahid, A. D'Anjou
:Metabolic efficiency with fast spiking in the squid axon
: Journal of Theoretical Biology
: 5-Year Impact Factor: 2.415

== 2012 ==

; Michal Wozniak, Emilio Corchado, Manuel Graña
:Guest Editorial: Hybrid Intelligent Fusion Systems
: Information Fusion (in press)

;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
: Robotics and Autonomous Systems (accepted)
: JCR (2011) 1.056

;Ion Marques, Manuel Graña
: Fusion of lattice independent and linear features improving face identification
: Neurocomputing (accepted)
: JCR (2011) 1.580

;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)
:Journal of Mathematical Imaging and Vision (online) [http://www.springer.com/alert/urltracking.do?id=Lcb6681Ma53e73Sa]
: JCR (2011) 1.391

; A. Moujahid, A. D'Anjou, B. Cases
: Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach.
: Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena
: Volume 45, Issues 9–10, September–October 2012, Pages 1171–1179
: JCR 5-Year Impact Factor: 1.41

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion (accepted)
: JCR (2010) 1.621 (2011) 1.467

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (in press)
: JCR (2010) 1.442 (2011) 1.580

;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 (2011) 2.292

;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 (2011) 1.880

; 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 (2011) 0.217

; 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 (2011) 2.964

;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 (2011) 1.182

;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 (2011) 1.489

;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 (2011) 0.811

;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 (2011) 2.225

;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 20(3):625-633
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913

;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 (2011) 0.913

; 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) 0.913

==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
: IF JCR (2011) 1.481

; 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]

Usuario:Mai.termenon

2012-07-06T15:26:19Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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''' (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-07-06T15:26:01Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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''' (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Accepted for publication).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolardisorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-07-06T15:24:14Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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 (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Submitted in March 2012).

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolardisorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Jornada GIC Extreme Learning Machines 2012-04-20

2012-04-20T10:27:41Z

Mai.termenon: /* 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] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/MELM-GRBF.pdf Slides]

*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] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/262/ELM_Termenon.pdf slides]

Usuario:Mai.termenon

2012-04-16T14:46:52Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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 (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Submitted in March 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 (Submitted in November 2011).

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; M. Termenon, M. 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-04-16T14:46:37Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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 (Submitted in April 2012).

; M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
: KES 2012 [http://kes2012.kesinternational.org/]. (Submitted in March 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 (Submitted in November 2011).

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-04-10T16:15:31Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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 (Submitted in April 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 (Submitted in November 2011).

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: "Ontology supported adaptive User Interfaces for Structural CAD Design"
: '''Digital Enterprise Technology: Perspectives and Future Challenges''' / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
: "Knowledge based Tools to Support the Structural Design Process"
: Lecture Notes in Computer Science, '''Knowledge-Based Intelligent Information and Engineering Systems''' / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-04-10T16:14:33Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
; 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 (Submitted in April 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 (Submitted in November 2011).

; M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
: "Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
: [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.

; 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
<h3>
2011
</h3>
; 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]
: Index of Impact JCR (2010) 2.055

; M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
: "Alzheimer Disease Classification on Diffusion Weighted Imaging features"
: Jose Mira '''Student best paper Award''' in Bioinspired Application.
: 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

; M. Termenon, M. Graña
: "Further results on Alzheimer Disease Detection on structural MRI features"
: [http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
; A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
: '''Ontology supported adaptive User Interfaces for Structural CAD Design'''
: Digital Enterprise Technology: Perspectives and Future Challenges / DET 2006
: Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
: ISBN: 978-0-387-49864-5
: DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
:'''Knowledge based Tools to Support the Structural Design Process'''
: Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems / KES 2006
: Vol. 4251, Springer Berlin, 2006, pp 679-686.
: ISBN 978-3-540-46535-5
: DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Usuario:Mai.termenon

2012-04-10T16:11:18Z

Mai.termenon: /* Publications */

== Maite Termenón Conde ==

* Contact: maite.termenon@ehu.es
* Phone number: (+0034) 943 01 8047
* Postal address:
** Att: Maite Termenón
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

<br/>

<h3>
Personal Data
</h3>
* Currently: PhD Student in the '''Computational Intelligence Group''' of the '''Computer Science and Artificial Intelligence department''' - University of the Basque Country
:Diploma of Advanced Studies (DEA) - '''Ontologies applied to spatial structures design'''.

* Bioengineering Postgrade - Technical University of Cataluña, Barcelona.

* Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto

* Technical Industrial Engineering (September 2002) - University of Deusto

* IEEE graduate student member Nº 91121135

* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]

* Member of the [http://www.embs.org/ IEEE Engineering in Medicine and Biology Society]

* Member of the [http://www.ieee.org/membership_services/membership/women/index.html IEEE Women in Engineering]

<br/>

==[[materialesdetrabajoactualmtermenon|Materiales de trabajo]]==

== Publications ==
<h3>
2012
</h3>
;M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
:Cocaine Dependent Classification using Brain Magnetic Resonance Imaging
:[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.

;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
<h3>
2011
</h3>
;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]
:Index of Impact JCR (2010) 2.055

;M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
:Alzheimer Disease Classification on Diffusion Weighted Imaging features.
:Jose Mira '''Student best paper Award''' in Bioinspired Application.
: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

;M. Termenon, M. Graña
:Further results on Alzheimer Disease Detection on structural MRI features.
:[http://soco.usal.es/ International Conference on '''Soft Computing Models in Industrial and Environmental Applications''' (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.

<h3>
2010
</h3>
;A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. 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

; D. Chyzhyk, M. Termenón, A. Savio
: A Comparison of VBM Results by SPM, ICA and LICA
: '''Hybrid Artificial Intelligence Systems''', 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
: Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
: ISBN: 978-3-642-13802-7
: [http://dx.doi.org/10.1007/978-3-642-13803-4_53 DOI 10.1007/978-3-642-13803-4_53]

<h3>
2007
</h3>

; Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
:'''Ontology supported adaptive User Interfaces for Structural CAD Design'''
:Digital Enterprise Technology: Perspectives and Future Challenges / DET 2006
:Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
:ISBN: 978-0-387-49864-5
:DOI: 10.1007/978-0-387-49864-5_33

<h3>
2006
</h3>

; Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
:'''Knowledge based Tools to Support the Structural Design Process'''
:Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems / KES 2006
:Vol. 4251, Springer Berlin, 2006, pp 679-686.
:ISBN 978-3-540-46535-5
:DOI 10.1007/11892960_82

<br/>

== Work Experience ==

* April/2011 - ... '''Computational Intelligent Group''', Basque Country University, San Sebastián, Spain.
:''Position'': PhD Candidate.
:''Summary'': Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

* June/2007 - January/2010 - '''SEDECAL''', Algete, Madrid, Spain.
:''Position'': Software Engineer, R&D Department.
:''Summary'': Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

* December/2006 - June/2007 - '''ACCIONA INFRAESTRUCTURAS''', Madrid, Spain.
:''Position'': Engineer, TICs area, Ambient Inteligence Group.
:''Summary'': National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

* October/2005 - November/2006 - '''VICOMTech''', San Sebastián, Spain
:''Position'': Bask Government Researching Grant, Industrial Application department.
:''Summary'': Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

* November/2004 - May/2005 - '''BALDOR UK''', Bristol, United Kingdom.
:''Position'': Leonardo Da Vinci Program, Internship.
:''Summary'': Design (AutoCAD), development and programming (MINT) of six axis robot.

<br/>

<h3>
Courses
</h3>
* February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - [http://www.socialbehavior.uzh.ch/symposiaandworkshops/spm2011.html SPM Course 2011] - Statistical Parametric Mapping
* July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - [http://www.softcomputing.es/mibisoc/ MIBISOC 2011]
<br/>

== Projects ==

*'''Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas''' [http://www.ehu.es/ccwintco/index.php/Proyectos#Proyecto_Saiotek_2009-2010]
* Investigador principal: Manuel Graña Romay
* Acronimo: SOFLIMRI
* Entidad financiadora: SAIOTEK
* Duracion: 2009-2010
* Participación: miembro del equipo de investigación

*'''Ambientes Inteligentes para la Vida Independiente'''
* Investigador principal: José Luis Burón Martínez
* Acronimo: AIVI
* Entidad financiadora: MITYC
* Duracion: 2006-2009
* Participación: miembro del equipo de investigación

*'''Sistemas Inteligentes de Gestión Energética'''
* Acronimo: SIGE
* Entidad financiadora: MITYC
* Duracion: 2006-2008
* Participación: Investigadora principal por parte de Acciona

*'''Enabling Community Communications – Platforms and Applications – phase 2'''
* Acronimo: EnComPAs-2
* Entidad financiadora: MITYC (Celtic Label)
* Duracion: 2007-2009
* Participación: Investigadora principal por parte de Acciona

*'''Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.'''
* Investigador principal: Álvaro Segura Lasa
* Acronimo: MiroView
* Entidad financiadora: INTEK-Gobierno Vasco
* Duracion: 2004-2005
* Participación: miembro del equipo de investigación

<br/>

== Research Areas ==
* Pattern recognition applied to medical images
* Brain medical image processing
* Computational techniques for DTI
* Porting SPM from Matlab into Scilab

<br/>

== Current readings ==

<h3>Books</h3>

* [http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=sr_1_1?s=books&ie=UTF8&qid=1288180154&sr=1-1 Pattern Recognition and Machine Learning] - Christopher M. Bishop (Author)

* [http://www.amazon.com/Statistical-Parametric-Mapping-Analysis-Functional/dp/0123725607/ref=sr_1_1?ie=UTF8&s=books&qid=1288180276&sr=1-1-spell Statistical Parametric Mapping] - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

* [http://www.amazon.com/Introduction-Diffusion-Tensor-Imaging-Mori/dp/0444528288/ref=sr_1_1?s=books&ie=UTF8&qid=1288180384&sr=1-1 Introduction to Diffusion Tensor Imaging] - S. Mori (Author)

<br/>

== Congresos y revistas objetivo ==

=== Revistas (ordenadas por factor de impacto) ===

1- [http://www3.interscience.wiley.com/journal/10005199/home Journal of Magnetic Resonance Imaging]

2- [http://www.elsevier.com/wps/find/journaldescription.cws_home/620983/description Medical Image Analysis]

3- [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=42 IEEE Transactions of Medical Imaging]

4- [http://www3.interscience.wiley.com/journal/10005196/home Magnetic Resonance in Medicine]

=== Otras revistas ===

* [http://journals.elsevier.com/10538119/neuroimage/ Neuroimage]

* [http://insight-journal.org Insight Journal]

* [http://www.midasjournal.org Midas Journal]

* [http://www.biij.org Biomedical Imaging and Intervention Journal]

* [http://brain.oxfordjournals.org/ Brain]

* [http://www.springerlink.com/content/xg267307357q/?p=6be0a6dc3f7245debd0b21fc4aa7365b&pi=0 Neural Computing and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/939/description#description Expert Systems and Applications]

* [http://www.elsevier.com/wps/find/journaldescription.cws_home/505627/description#description Artificial Intelligence in Medicine]

=== Congresos ===

* [http://www.miccai.org/ MICCAI Society]

* [http://www.iwinac.org/ IWINAC]

* [http://www.dice.ucl.ac.be/esann/ ESSAN]

<br/>

== Pending Tasks ==
* ITK, ANTS, FSL
* Multivariate Analysis
* Multimodal Registration

<br/>

== Estado burocrático de la tesis ==

; Diploma de Estudios Avanzados aprobado

; Tesis Inscrita

<br/>

== Some interesting offtopics ==

Julio Cortázar - [http://en.wikipedia.org/wiki/Julio_Cort%C3%A1zar - Julio]
<br/>

Capítulos de Libro

2012-04-10T16:10:09Z

Mai.termenon: /* 2012 */

==2012==

; 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]
: 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

Archivo:HAISTermenon2012 Presentacion.pdf

2012-04-10T16:09:50Z

Mai.termenon:

Capítulos de Libro

2012-04-10T16:06:43Z

Mai.termenon: /* 2012 */

==2012==

; 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: imarques-HAIS2012.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]
: 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

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-16

2012-03-16T10:33:17Z

Mai.termenon: /* 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]

* Israel Rebollo
**adaptive artificial inmune network [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/zhong-2012-adapt-artificial-inmune-network.pdf]

*Josu Maiora
** active learning survey [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/202/ActiveLearinigSurvey.pdf] [[media:activeL_josu.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]

*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]

Archivo:Termenon Patra.pdf

2012-03-16T10:31:27Z

Mai.termenon:

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-09

2012-03-09T14:59:05Z

Mai.termenon: /* 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]

* 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]

* Ana Isabel Gonzalez
** hierarchical classifier [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/kim-landgrebe-1991-hierarchical-classifier.pdf][[media:jimenez_hyperspectral.pdf | slides ]]
** 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]

* 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]]

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

Usuario:Mai.termenon

Capí­tulos de Libro

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases/Cocaine feature vectors

GIC-experimental-databases

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

Archivo:PracticaVBM.pdf

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

Materiales para el curso de Percepción Artificial en el master de la Facultad de Informática UPV/EHU

Archivo:IntroMaster2012.pdf

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Archivo:Termenon.jpg

Usuario:Mai.termenon

Usuario:Daria.chizhik

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Revistas

Usuario:Mai.termenon

Revistas

Revistas

Revistas

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Jornada GIC Extreme Learning Machines 2012-04-20

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Usuario:Mai.termenon

Capí­tulos de Libro

Archivo:HAISTermenon2012 Presentacion.pdf

Capí­tulos de Libro

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-16

Archivo:Termenon Patra.pdf

Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-09

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro