=Miguel Ángel Veganzones Bodón=
[[Imagen:Noalcierredewebs.png|http://www.noalcierredewebs.com/]]
==Datos personales // Personal data==

[[Imagen:Miguel.png|200px|thumb|Verona, 2008 May]]
[[Imagen:Norecorteciencia.jpg|200px|thumb|La Ciencia en España no necesita tijeras]]
* Fecha de nacimiento // Born date: 20/08/1977
* Doctor en Informática (Junio 2012) por la Universidad del País Vasco // Ph.D. in Computer Science (June 2012) by the Basque Country university.
* Diploma de Estudios Avanzados (DEA) en Inteligencia Computacional (Mayo 2009) por la Universidad del País Vasco // Master of Advanced Studies (May 2009) by the Basque Country University
* Ing. Sup. en Informática (Junio 2005) por la Universidad del País Vasco // Computer Science Engineer (June 2005) by the Basque Country University
* IEEE member Nº 90346130
* Member of the [http://www.grss-ieee.org/ IEEE Geoscience and Remote Sensing Society]
* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]
* Member of the [http://www.signalprocessingsociety.org/ IEEE Signal Processing Society]
* Member of the [http://www.ieee.org/women IEEE Women in Engineering Society]
* Miembro de la [http://www.ehu.es/ikertzaileprekarioak/ Asociación de Jóvenes Investigadores del País Vasco "Ikertzaile Prekarioak - Investigadores Precarios" (IP)] // Member of the [http://www.ehu.es/ikertzaileprekarioak/ Basque Country Young Researchers Association "Ikertzaile Prekarioak - Investigadores Precarios" (IP)].
* Miembro de la [http://precarios.org Federación de Jóvenes Investigadores (FJI)] // Member of the [http://precarios.org Young Researchers Federation (FJI)].
* [http://scholar.google.es/citations?user=8o-d6B4AAAA Google Scholar profile]
* [http://www.linkedin.com/profile/view?id=77039303&trk=tab_pro Linkedin profile]
* [http://www.researchgate.net/profile/Miguel_Veganzones/ Research Gate profile]
* [[fotos-veganzones | Galería de fotos // Photo gallery]]
* "... you know ... it's possible to send robots to explore Mars, but we [foresters] cannot count trees ..." extract from a private conversation along the 3rd Hyper-I-net summer school in Pavia, September 2009.
[[Imagen:Portada.png|My Thesis work]]

==Áreas de investigación // Research areas==
* Inteligencia Computacional // Computational Intelligence
* Análisis de imágenes multi/hiper-espectrales // Multi/Hyper-spectral imagery analysis
* Sistemas de Recuperación de Imágenes Basados en el Contenido (SRIBC) // Content-Based Image Retrieval Systems (CBIRS)
* Sensorización Remota // Remote Sensing
* Visión por Computador // Computer Vision
* Aprendizaje Máquina // Machine Learning
* Reconocimiento de Patrones // Pattern Recognition
* Minería de Datos // Data Mining
* Computación Reticular // Lattice Computing
* Probabilidad y Estadística // Probability and Statistics

==Datos de contacto // Contact data==
* E-correo // E-mail: miguelangel.veganzones [AT] ehu [DOT] es
* Tfno // Phone number: (+0034) 943 01 8047
* Dirección postal // Postal address:
** Att: Miguel A. Veganzones
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

==Publicaciones // Publications==
===2012===
* "Application of Multivariate Mathematical Morphology by Lattice Auto-Associative Memories to Hyperspectral image Spectral-Spatial Classification." Miguel A. Veganzones, Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (submitted).
* [[media:Veganzones_-_Thesis_-_2012.pdf‎|"Contributions to hyperspectral image processing from lattice computing and computational intelligence"]] Thesis. Advisor: Prof. Dr. Manuel Graña. June 2012.
* [http://www.sciencedirect.com/science/article/pii/S0031320312001483 "An Endmember-based distance for content based hyperspectral image retrieval."] Manuel Graña and Miguel A. Veganzones. Pattern Recognition 49(9), pp 3472-3489. September 2012.
* [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."] Miguel A. Veganzones and Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing 5(2), pp 488-500. April 2012.
* [http://asp.eurasipjournals.com/content/2012/1/64/abstract "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms."] Manuel Graña and Miguel A. Veganzones. EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (March 13, 2012): 64.
* "On Hyperspectral Morphology by Lattice Auto-associative Memories Supervised Orderings." Miguel A. Veganzones. [http://booksonline.iospress.nl/Content/View.aspx?piid=31939 Advances in Knowledge-Based and Intelligent Information and Engineering Systems], Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain. Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2122-2129, 2012.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones and Manuel Graña. [http://www.springer.com/computer/ai/book/978-3-642-28930-9 HAIS 2012, Part II, LNCS 7209], pp. 424-435. 2012.
* [[Media:ICPRAM_2012_-_veganzones.pdf | "Dictionary based hyperspectral image retrieval."]] Miguel A. Veganzones, Mihai Datcu, Manuel Graña. Proceedings of the [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods], pages 426-432. 2012.

===2011===

* [[Media:Whispers2011_veganzones.pdf | "On the validation of a spectral/spatial CBIR system for hyperspectral images."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. 2011.
* [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data."]] Miguel A. Veganzones, Manuel Graña. : Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)].
* [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]] Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
* [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].

===2010===
* [[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]; Miguel A. Veganzones, Carmen Hernández; Emilio Corchado, Manuel Graña, Alexandre Manhaes (Eds.); HAIS2010 Proceedings, Part II, LNAI 6077, pp: 69-76; ISBN 978-3-642-13802-7; ISSN 0302-9743; Springer-Verlag. 2010.
* [http://www.scielo.oces.mctes.pt/scielo.php?script=sci_issuetoc&pid=0870-635220100002&lng=en&nrm=iso "Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches."] M.A. Veganzones, L.C.S. Nunes, M.L. Monteiro, D.M. Lopes, C. Hernández, M. Graña; [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, Instituto Nacional de Investigaçao Agraria (Eds.); ISSN 0870-6352. December 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Miguel A. Veganzones, Leonia Nunes, Carmen Hernández, Domingos Lopes; Capítulo de libro en las Actas de las III Jornadas de Inteligencia Computacional, JIC'09; Ekaitz Zulueta (Ed.); ISBN 978-84-9860-320-0; Servicio editorial de la UPV/EHU. 2009.

===2008===
* [[Media:Kes2008.pdf | "Endmember extraction methods: a short review"]]; Miguel Angel Veganzones, Manuel Graña; I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; ISBN 978-3-540-85566-8; Springer-Verlag Berlin Heidelberg. 2008.
* [[Media:LibroPresentacionesVerona.pdf | "Linear Mixing Model for Hyperspectral Imagery: Virtual Dimensionality, Endmembers Induction Methods and Unmixing techniques"]]; Miguel A. Veganzones; Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional, JIC'08; Ramón Moreno Jimenez, Alexandre Manhaes Savio (Eds.); ISBN 978-84-296-2316-1; Servicio editorial de la UPV/EHU. 2008.
* [[Media:Remotesensing-chapter.pdf | "CBIR for remote sensing images"]]; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña. Chapter on the "Computational Intelligence for Remote Sensing" book, Manuel Graña, Richard J. Duro (Eds.); Studies in Computational Intelligence series, Vol.133, Springer Verlag; ISBN 978-3-540-79352-6. 2008.

===2007===
* [[Media:JIC07-veganzones.pdf | "Uso de las Memorias Morfológicas Asociativas para el análisis de estrategias de afrontamiento en el estrés social en ratones"]]; Miguel Angel Veganzones, Zurine de Miguel, Arantza Azpiroz; Chapter on the "Actas de las I Jornadas de Inteligencia Computacional - JIC'07" book, Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:JIC'07.pdf | "Actas de las I Jornadas de Inteligencia Computacional - JIC'07"]]; Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:Idaacs-moreno.pdf | "A Remote Mycological Assistant"]]; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications Proceedings (IEEE Press); ISBN 1-4244-1348-6.

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

==Participación en eventos // Events participation==

===2012===
* "Relevance feedback by dissimilarity spaces for hyperspectral CBIR." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2012_ESA-EUSC ESA-EUSC-JRC 2012 - Image Information Mining: Knowledge Discovery from Earth Observation Data]. German Aerospace Center (DLR), Oberpfaffenhofen (Germany). October 24-26, 2012.
* [[Media:Kes2012_veganzones.pdf | "On hyperspectral morphology by lattice auto-associative memories supervised orderings."]] Miguel A. Veganzones, Manuel Graña. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012.
* "Lattice Auto-Associative Memories induced Supervised Ordering defining a Multivariate Morphology on Hyperspectral data." Miguel A. Veganzones, Manuel Graña. [http://core.ieee-whispers.com/ 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2012)] Shanghai, China. June 4-7, 2012.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012.
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012.
* Local organizing committee member of the [http://kes2012.kesinternational.org/ 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2012] in San Sebastian (Spain). October 10th-12th, 2012.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://hais.usal.es 7th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2012].
* Program Committee member of the [http://www.mirlabs.net/wict12/ 2nd World Congress on Information and Communication Technologies - WICT 2012]

===2011===
* "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. Lisbon, Portugal. June 6-9, 2011.
* "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://www.mirlabs.org/nabic11/ Third World Congress on Nature and Biologically Inspired Computing (NaBIC2011)].
* Program Committee member of the [http://www.mirlabs.org/cason11/ 3th International Conference on Computational Aspects of Social Networks (CASoN 2011)].
* Program Committee member of the [http://www.mirlabs.org/nwesp11/ 7th International Conference on Next Generation Web Services Practices (NWeSP 2011)].
* Program Committee member of the [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news 11th International Work-Conference on Artificial Neural Networks - IWANN 2011].
* Program Committee member of the [http://hais.pwr.wroc.pl/ 6th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2011].

===2010===
* NPP in Portuguese forest ecosystems based on FOREST-BGC model and remote sensed inputs. Leónia Nunes, Domingos Lopes, Stith T. Gower, Miguel Veganzones, Margarida Liberato, Manuel Graña, Carmen Hernandez. Poster at the [http://www.forestchange2010.utad.pt/ "Mixed and Pure Forests in a Changing World 2010"] IUFRO Conference in the Universidade de Trás-os-Montes e Alto Douro (UTAD) in Vila Real, Portugal. October 6th-8th, 2010.
* Regression techniques and neural networks for estimating LAI from remote sensing data: an application case using forest-BGC. Leónia Nunes, Carmen Hernandez, Miguel Veganzones, Margarida L. R. Liberato, Manuel Graña, Domingos Lopes. Communication at the [http://forestsat2010.usc.es/en/index.html "Operational tools in forestry using remote sensing techniques - ForestSat 2010"] conference in Lugo and Santiago de Compostela, Spain. September 7th-9th, 2010.
* Reviewer at [http://www.etfa2010.org/ "15th IEEE International Conference on Emerging Technologies and Factory Automation - ETFA 2010"] in Bilbao (Spain). September 13th-16th, 2010.
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. Communication on the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.
* Local organizing committee member of the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010. http://www.ehu.es/ccwintco/hais2010/.
* Reviewer at [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Comunication on the [http://www.ehu.es/ocs/index.php/icomputacional "3rd. Jornadas de Inteligencia Computacional"] in Vitoria (Spain). October 10th, 2009.
* Ciração de uma interface amigavel para Forest-BGC. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
[[Imagen:Workshop-oeiras-2009.jpg|200px|thumb|"Pensar (e investigar) os povamentos mistos em Portugal" workshop program]]
* Attendance to the [http://hyperinet.multimediacampus.it/events.htm "3rd HYPER-I-NET Summer School - Hyperspectral data: from images to information"] in Pavia (Italy). September 8-11th.
* Attendance to the [http://www.ieee-whispers.com/ "First workshop on hyperspectral image and signal processing: evolution in remote sensing"] in Grenoble (France). August 26-28th.
* Reviewer at the [http://cig.iet.unipi.it/isda09/ "9th International Conference on Intelligent Systems Design and Applications (ISDA'09)"] in Pisa (Italy). November, 30th - December, 2nd, 2009.
* Miembro del comité organizador de las Jornadas "La Ciencia desde la perspectiva de la Universidad, la Sociedad y la Empresa" celebradas en la Facultad de Ciencia y Tecnología, Universidad del Pais Vasco (UPV/EHU) en Leioa (Spain). 4,11,18 y 25 Marzo, 2009.
* Reviewer at the [http://iwann.ugr.es/2009/ "10th International Work-Conference on Artificial Neural Networks - IWANN 2009 (Biological Inspired Systems, Computational and Ambient Intelligence)"] in Salamanca (Spain). June 10-12th, 2009.
* Comunicación en la [https://gici.uab.es/wiki_red_tematica segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia] en Barcelona, 27 febrero 2009.
* Attendance to the [http://www.precarios.org/jornadas2009 "VII Jornadas de Jóvenes Investigadores"] in Barcelona (Spain). February 25-27th, 2009.

===2008===
* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* Chair of the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.precarios.org/users/jornadas "VI Jornadas de Jóvenes Investigadores"] in Granada (Spain). February 13-15th, 2008.

===2007===
* Attendance to the [http://hyperinet.multimediacampus.it/event1.htm "First HYPER-I-NET School on Hyperspectral Imaging"] in Caceres (Spain). October 29-31th, 2007.
* Organizing committee member of the [http://www.ehu.es/computationalintelligence/index.php/Jic07 "1st Workshop on Computational Intelligence - JIC'07"] in San Sebastian (Spain). October 24-25th, 2007.
* "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; Communication on the [http://www.umcs.maine.edu/~idaacs/2007/ IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications] conference.
* Local organizing committee member of the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Reviewer at the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Local organizing committee member of the [http://www.ehu.es/ikertzaileprekarioak/jornadas2007/index.html "V Jornadas de Jóvenes Investigadores – Gazte Ikertzaileen V Jardunaldiak"], Bilbao (Spain), February 28th – March 2nd, 2007.

==Revisor en revistas científicas // Reviewer at scientific journals ==
* [http://ees.elsevier.com/ins/ Information Sciences], Imprint: ELSEVIER.
* [http://www.tandf.co.uk/journals/tidf International Journal of Image and Data Fusion], Imprint: Taylor & Francis.
* [http://www.springer.com/computer/image+processing/journal/11554 Journal of Real-Time Image Processing], Imprint: ELSEVIER.
* [http://asp.eurasipjournals.com/ EURASIP Journal on Advances in Signal Processing], Imprint: SPRINGER.
* [http://www.grss-ieee.org/publications/jstars/ IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing], Imprint: IEEE.
* [http://www.grss-ieee.org/publications/transactions/ IEEE Transactions on Geoscience and Remote Sensing (TGARS)], Imprint: IEEE.
* [http://www.editorialmanager.com/nepl/mainpage.html Neural Processing Letters], Imprint: ELSEVIER.
* [http://www.journals.elsevier.com/pattern-recognition/ Pattern Recognition], Imprint: ELSEVIER.
* [http://journals.iaumajlesi.ac.ir/ee/index/index.php/ee Majlesi Journal of Electrical Engineering]

==Becas y ayudas recibidas // Grants==
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Deutsches Zentrum Für Luft -Und Raumfahrt (DLR - German Aerospace Center), in Munich (Germany).
** Fechas: 20/06/2011 – 12/09/2011.
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: CNES-DLR-ENST Competence Centre on Information Extraction and Image Understanding for Earth Observation, in París (France).
** Fechas: 03/03/2010 – 31/05/2010.
* Tipo de beca o ayuda: Ayuda predoctoral.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/01/2008 – 31/12/2011.
* Tipo de beca o ayuda: Contrato Personal Docente Investigador (PDI).
** Título: Percepción artificial y control de caos para robótica modular en entornos dinámicos y no estructurados.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 23/03/2007 – 31/12/2007.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de CBIR para imágenes hiperespectrales.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 02/01/2006 – 31/12/2006.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de interacción gestual en tiempo real. Paralelización.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/05/2005 – 31/12/2005.
* Tipo de beca o ayuda: Prácticas en empresa.
** Título: Desarrollo de módulo de reconocimiento de posiciones corporales.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU) e Innovae Vision S.L.
** Centro de aplicación: Innovae Vision S.L.
** Fechas: 01/11/2004 – 30/06/2005.

== Participación en proyectos de investigación // Research projects participation ==
* Proyecto: Técnicas de inteligencia computacional en el proceso de imagen hiperespectral y aplicaciones.
** Entidad adjudicataria: Ministerio de Ciencia e Innovación del Gobierno Español, TIN2011-28753-C02-02.
** Investigador principal: Prof. Alicia d'Anjou.
** Fechas: 2011 – 2013.
* Proyecto: Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal.
** Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
** Investigador principal: Prof. Domingos Manuel Mendes Lopes.
** Fechas: 2006 – 2010.
* Proyecto: Percepcion artificial y control de caos para robotica modular en entornos dinamicos y no estructurados.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, DPI200615346C0303.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2007 – 2009.
* Proyecto: Métodos computacionales para la detección de vertidos a partir de información de sensores remotos hiperespectrales y otros.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, VEM200320088C0404.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 01/11/2003 – 31/10/2006.
* Proyecto: Computación distribuida para servicios web multimedia: servidor de imágenes de múltiples modalidades.
** Entidad adjudicataria: Departamento de Industria, Comercio y Turismo del Gobierno Vasco, proyectos SAIOTEK.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2004 – 2005.

== Diario de trabajo // Work Journal ==
* [[revistas-congresos-veganzones | Revistas y congresos objetivos // Targeted journals and conferences]]
* [[sensores-hiperespectrales | Sensores Hiperespectrales y enlaces relacionados // Hyperspectral Sensors and related links]]
* [[presentaciones-informes-software-veganzones | Slides, informes y software // Presentations, reports and software]]
* [[enlaces-interes-maveganzones | Enlaces de interés // Links of interest]]

Usuario:Maveganzones

2012-09-10T19:39:52Z

Maveganzones: /* Participación en eventos // Events participation */

=Miguel Ángel Veganzones Bodón=
[[Imagen:Noalcierredewebs.png|http://www.noalcierredewebs.com/]]
==Datos personales // Personal data==

[[Imagen:Miguel.png|200px|thumb|Verona, 2008 May]]
[[Imagen:Norecorteciencia.jpg|200px|thumb|La Ciencia en España no necesita tijeras]]
* Fecha de nacimiento // Born date: 20/08/1977
* Doctor en Informática (Junio 2012) por la Universidad del País Vasco // Ph.D. in Computer Science (June 2012) by the Basque Country university.
* Diploma de Estudios Avanzados (DEA) en Inteligencia Computacional (Mayo 2009) por la Universidad del País Vasco // Master of Advanced Studies (May 2009) by the Basque Country University
* Ing. Sup. en Informática (Junio 2005) por la Universidad del País Vasco // Computer Science Engineer (June 2005) by the Basque Country University
* IEEE member Nº 90346130
* Member of the [http://www.grss-ieee.org/ IEEE Geoscience and Remote Sensing Society]
* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]
* Member of the [http://www.signalprocessingsociety.org/ IEEE Signal Processing Society]
* Member of the [http://www.ieee.org/women IEEE Women in Engineering Society]
* Miembro de la [http://www.ehu.es/ikertzaileprekarioak/ Asociación de Jóvenes Investigadores del País Vasco "Ikertzaile Prekarioak - Investigadores Precarios" (IP)] // Member of the [http://www.ehu.es/ikertzaileprekarioak/ Basque Country Young Researchers Association "Ikertzaile Prekarioak - Investigadores Precarios" (IP)].
* Miembro de la [http://precarios.org Federación de Jóvenes Investigadores (FJI)] // Member of the [http://precarios.org Young Researchers Federation (FJI)].
* [http://scholar.google.es/citations?user=8o-d6B4AAAA Google Scholar profile]
* [http://www.linkedin.com/profile/view?id=77039303&trk=tab_pro Linkedin profile]
* [http://www.researchgate.net/profile/Miguel_Veganzones/ Research Gate profile]
* [[fotos-veganzones | Galería de fotos // Photo gallery]]
* "... you know ... it's possible to send robots to explore Mars, but we [foresters] cannot count trees ..." extract from a private conversation along the 3rd Hyper-I-net summer school in Pavia, September 2009.
[[Imagen:Portada.png|My Thesis work]]

==Áreas de investigación // Research areas==
* Inteligencia Computacional // Computational Intelligence
* Análisis de imágenes multi/hiper-espectrales // Multi/Hyper-spectral imagery analysis
* Sistemas de Recuperación de Imágenes Basados en el Contenido (SRIBC) // Content-Based Image Retrieval Systems (CBIRS)
* Sensorización Remota // Remote Sensing
* Visión por Computador // Computer Vision
* Aprendizaje Máquina // Machine Learning
* Reconocimiento de Patrones // Pattern Recognition
* Minería de Datos // Data Mining
* Computación Reticular // Lattice Computing
* Probabilidad y Estadística // Probability and Statistics

==Datos de contacto // Contact data==
* E-correo // E-mail: miguelangel.veganzones [AT] ehu [DOT] es
* Tfno // Phone number: (+0034) 943 01 8047
* Dirección postal // Postal address:
** Att: Miguel A. Veganzones
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

==Publicaciones // Publications==
===2012===
* "Application of Multivariate Mathematical Morphology by Lattice Auto-Associative Memories to Hyperspectral image Spectral-Spatial Classification." Miguel A. Veganzones, Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (submitted).
* [[media:Veganzones_-_Thesis_-_2012.pdf‎|"Contributions to hyperspectral image processing from lattice computing and computational intelligence"]] Thesis. Advisor: Prof. Dr. Manuel Graña. June 2012.
* [http://www.sciencedirect.com/science/article/pii/S0031320312001483 "An Endmember-based distance for content based hyperspectral image retrieval."] Manuel Graña and Miguel A. Veganzones. Pattern Recognition 49(9), pp 3472-3489. September 2012.
* [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."] Miguel A. Veganzones and Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing 5(2), pp 488-500. April 2012.
* [http://asp.eurasipjournals.com/content/2012/1/64/abstract "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms."] Manuel Graña and Miguel A. Veganzones. EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (marzo 13, 2012): 64.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones and Manuel Graña. [http://www.springer.com/computer/ai/book/978-3-642-28930-9 HAIS 2012, Part II, LNCS 7209], pp. 424-435. 2012.
* [[Media:ICPRAM_2012_-_veganzones.pdf | "Dictionary based hyperspectral image retrieval."]] Miguel A. Veganzones, Mihai Datcu, Manuel Graña. Proceedings of the [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods], pages 426-432. 2012.

===2011===

* [[Media:Whispers2011_veganzones.pdf | "On the validation of a spectral/spatial CBIR system for hyperspectral images."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. 2011.
* [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data."]] Miguel A. Veganzones, Manuel Graña. : Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)].
* [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]] Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
* [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].

===2010===
* [[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]; Miguel A. Veganzones, Carmen Hernández; Emilio Corchado, Manuel Graña, Alexandre Manhaes (Eds.); HAIS2010 Proceedings, Part II, LNAI 6077, pp: 69-76; ISBN 978-3-642-13802-7; ISSN 0302-9743; Springer-Verlag. 2010.
* [http://www.scielo.oces.mctes.pt/scielo.php?script=sci_issuetoc&pid=0870-635220100002&lng=en&nrm=iso "Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches."] M.A. Veganzones, L.C.S. Nunes, M.L. Monteiro, D.M. Lopes, C. Hernández, M. Graña; [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, Instituto Nacional de Investigaçao Agraria (Eds.); ISSN 0870-6352. December 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Miguel A. Veganzones, Leonia Nunes, Carmen Hernández, Domingos Lopes; Capítulo de libro en las Actas de las III Jornadas de Inteligencia Computacional, JIC'09; Ekaitz Zulueta (Ed.); ISBN 978-84-9860-320-0; Servicio editorial de la UPV/EHU. 2009.

===2008===
* [[Media:Kes2008.pdf | "Endmember extraction methods: a short review"]]; Miguel Angel Veganzones, Manuel Graña; I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; ISBN 978-3-540-85566-8; Springer-Verlag Berlin Heidelberg. 2008.
* [[Media:LibroPresentacionesVerona.pdf | "Linear Mixing Model for Hyperspectral Imagery: Virtual Dimensionality, Endmembers Induction Methods and Unmixing techniques"]]; Miguel A. Veganzones; Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional, JIC'08; Ramón Moreno Jimenez, Alexandre Manhaes Savio (Eds.); ISBN 978-84-296-2316-1; Servicio editorial de la UPV/EHU. 2008.
* [[Media:Remotesensing-chapter.pdf | "CBIR for remote sensing images"]]; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña. Chapter on the "Computational Intelligence for Remote Sensing" book, Manuel Graña, Richard J. Duro (Eds.); Studies in Computational Intelligence series, Vol.133, Springer Verlag; ISBN 978-3-540-79352-6. 2008.

===2007===
* [[Media:JIC07-veganzones.pdf | "Uso de las Memorias Morfológicas Asociativas para el análisis de estrategias de afrontamiento en el estrés social en ratones"]]; Miguel Angel Veganzones, Zurine de Miguel, Arantza Azpiroz; Chapter on the "Actas de las I Jornadas de Inteligencia Computacional - JIC'07" book, Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:JIC'07.pdf | "Actas de las I Jornadas de Inteligencia Computacional - JIC'07"]]; Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:Idaacs-moreno.pdf | "A Remote Mycological Assistant"]]; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications Proceedings (IEEE Press); ISBN 1-4244-1348-6.

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

==Participación en eventos // Events participation==

===2012===
* "Relevance feedback by dissimilarity spaces for hyperspectral CBIR." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2012_ESA-EUSC ESA-EUSC-JRC 2012 - Image Information Mining: Knowledge Discovery from Earth Observation Data]. German Aerospace Center (DLR), Oberpfaffenhofen (Germany). October 24-26, 2012.
* [[Media:Kes2012_veganzones.pdf | "On hyperspectral morphology by lattice auto-associative memories supervised orderings."]] Miguel A. Veganzones, Manuel Graña. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012.
* "Lattice Auto-Associative Memories induced Supervised Ordering defining a Multivariate Morphology on Hyperspectral data." Miguel A. Veganzones, Manuel Graña. [http://core.ieee-whispers.com/ 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2012)] Shanghai, China. June 4-7, 2012.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012.
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012.
* Local organizing committee member of the [http://kes2012.kesinternational.org/ 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2012] in San Sebastian (Spain). October 10th-12th, 2012.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://hais.usal.es 7th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2012].
* Program Committee member of the [http://www.mirlabs.net/wict12/ 2nd World Congress on Information and Communication Technologies - WICT 2012]

===2011===
* "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. Lisbon, Portugal. June 6-9, 2011.
* "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://www.mirlabs.org/nabic11/ Third World Congress on Nature and Biologically Inspired Computing (NaBIC2011)].
* Program Committee member of the [http://www.mirlabs.org/cason11/ 3th International Conference on Computational Aspects of Social Networks (CASoN 2011)].
* Program Committee member of the [http://www.mirlabs.org/nwesp11/ 7th International Conference on Next Generation Web Services Practices (NWeSP 2011)].
* Program Committee member of the [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news 11th International Work-Conference on Artificial Neural Networks - IWANN 2011].
* Program Committee member of the [http://hais.pwr.wroc.pl/ 6th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2011].

===2010===
* NPP in Portuguese forest ecosystems based on FOREST-BGC model and remote sensed inputs. Leónia Nunes, Domingos Lopes, Stith T. Gower, Miguel Veganzones, Margarida Liberato, Manuel Graña, Carmen Hernandez. Poster at the [http://www.forestchange2010.utad.pt/ "Mixed and Pure Forests in a Changing World 2010"] IUFRO Conference in the Universidade de Trás-os-Montes e Alto Douro (UTAD) in Vila Real, Portugal. October 6th-8th, 2010.
* Regression techniques and neural networks for estimating LAI from remote sensing data: an application case using forest-BGC. Leónia Nunes, Carmen Hernandez, Miguel Veganzones, Margarida L. R. Liberato, Manuel Graña, Domingos Lopes. Communication at the [http://forestsat2010.usc.es/en/index.html "Operational tools in forestry using remote sensing techniques - ForestSat 2010"] conference in Lugo and Santiago de Compostela, Spain. September 7th-9th, 2010.
* Reviewer at [http://www.etfa2010.org/ "15th IEEE International Conference on Emerging Technologies and Factory Automation - ETFA 2010"] in Bilbao (Spain). September 13th-16th, 2010.
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. Communication on the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.
* Local organizing committee member of the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010. http://www.ehu.es/ccwintco/hais2010/.
* Reviewer at [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Comunication on the [http://www.ehu.es/ocs/index.php/icomputacional "3rd. Jornadas de Inteligencia Computacional"] in Vitoria (Spain). October 10th, 2009.
* Ciração de uma interface amigavel para Forest-BGC. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
[[Imagen:Workshop-oeiras-2009.jpg|200px|thumb|"Pensar (e investigar) os povamentos mistos em Portugal" workshop program]]
* Attendance to the [http://hyperinet.multimediacampus.it/events.htm "3rd HYPER-I-NET Summer School - Hyperspectral data: from images to information"] in Pavia (Italy). September 8-11th.
* Attendance to the [http://www.ieee-whispers.com/ "First workshop on hyperspectral image and signal processing: evolution in remote sensing"] in Grenoble (France). August 26-28th.
* Reviewer at the [http://cig.iet.unipi.it/isda09/ "9th International Conference on Intelligent Systems Design and Applications (ISDA'09)"] in Pisa (Italy). November, 30th - December, 2nd, 2009.
* Miembro del comité organizador de las Jornadas "La Ciencia desde la perspectiva de la Universidad, la Sociedad y la Empresa" celebradas en la Facultad de Ciencia y Tecnología, Universidad del Pais Vasco (UPV/EHU) en Leioa (Spain). 4,11,18 y 25 Marzo, 2009.
* Reviewer at the [http://iwann.ugr.es/2009/ "10th International Work-Conference on Artificial Neural Networks - IWANN 2009 (Biological Inspired Systems, Computational and Ambient Intelligence)"] in Salamanca (Spain). June 10-12th, 2009.
* Comunicación en la [https://gici.uab.es/wiki_red_tematica segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia] en Barcelona, 27 febrero 2009.
* Attendance to the [http://www.precarios.org/jornadas2009 "VII Jornadas de Jóvenes Investigadores"] in Barcelona (Spain). February 25-27th, 2009.

===2008===
* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* Chair of the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.precarios.org/users/jornadas "VI Jornadas de Jóvenes Investigadores"] in Granada (Spain). February 13-15th, 2008.

===2007===
* Attendance to the [http://hyperinet.multimediacampus.it/event1.htm "First HYPER-I-NET School on Hyperspectral Imaging"] in Caceres (Spain). October 29-31th, 2007.
* Organizing committee member of the [http://www.ehu.es/computationalintelligence/index.php/Jic07 "1st Workshop on Computational Intelligence - JIC'07"] in San Sebastian (Spain). October 24-25th, 2007.
* "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; Communication on the [http://www.umcs.maine.edu/~idaacs/2007/ IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications] conference.
* Local organizing committee member of the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Reviewer at the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Local organizing committee member of the [http://www.ehu.es/ikertzaileprekarioak/jornadas2007/index.html "V Jornadas de Jóvenes Investigadores – Gazte Ikertzaileen V Jardunaldiak"], Bilbao (Spain), February 28th – March 2nd, 2007.

==Revisor en revistas científicas // Reviewer at scientific journals ==
* [http://ees.elsevier.com/ins/ Information Sciences], Imprint: ELSEVIER.
* [http://www.tandf.co.uk/journals/tidf International Journal of Image and Data Fusion], Imprint: Taylor & Francis.
* [http://www.springer.com/computer/image+processing/journal/11554 Journal of Real-Time Image Processing], Imprint: ELSEVIER.
* [http://asp.eurasipjournals.com/ EURASIP Journal on Advances in Signal Processing], Imprint: SPRINGER.
* [http://www.grss-ieee.org/publications/jstars/ IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing], Imprint: IEEE.
* [http://www.grss-ieee.org/publications/transactions/ IEEE Transactions on Geoscience and Remote Sensing (TGARS)], Imprint: IEEE.
* [http://www.editorialmanager.com/nepl/mainpage.html Neural Processing Letters], Imprint: ELSEVIER.
* [http://www.journals.elsevier.com/pattern-recognition/ Pattern Recognition], Imprint: ELSEVIER.
* [http://journals.iaumajlesi.ac.ir/ee/index/index.php/ee Majlesi Journal of Electrical Engineering]

==Becas y ayudas recibidas // Grants==
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Deutsches Zentrum Für Luft -Und Raumfahrt (DLR - German Aerospace Center), in Munich (Germany).
** Fechas: 20/06/2011 – 12/09/2011.
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: CNES-DLR-ENST Competence Centre on Information Extraction and Image Understanding for Earth Observation, in París (France).
** Fechas: 03/03/2010 – 31/05/2010.
* Tipo de beca o ayuda: Ayuda predoctoral.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/01/2008 – 31/12/2011.
* Tipo de beca o ayuda: Contrato Personal Docente Investigador (PDI).
** Título: Percepción artificial y control de caos para robótica modular en entornos dinámicos y no estructurados.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 23/03/2007 – 31/12/2007.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de CBIR para imágenes hiperespectrales.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 02/01/2006 – 31/12/2006.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de interacción gestual en tiempo real. Paralelización.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/05/2005 – 31/12/2005.
* Tipo de beca o ayuda: Prácticas en empresa.
** Título: Desarrollo de módulo de reconocimiento de posiciones corporales.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU) e Innovae Vision S.L.
** Centro de aplicación: Innovae Vision S.L.
** Fechas: 01/11/2004 – 30/06/2005.

== Participación en proyectos de investigación // Research projects participation ==
* Proyecto: Técnicas de inteligencia computacional en el proceso de imagen hiperespectral y aplicaciones.
** Entidad adjudicataria: Ministerio de Ciencia e Innovación del Gobierno Español, TIN2011-28753-C02-02.
** Investigador principal: Prof. Alicia d'Anjou.
** Fechas: 2011 – 2013.
* Proyecto: Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal.
** Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
** Investigador principal: Prof. Domingos Manuel Mendes Lopes.
** Fechas: 2006 – 2010.
* Proyecto: Percepcion artificial y control de caos para robotica modular en entornos dinamicos y no estructurados.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, DPI200615346C0303.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2007 – 2009.
* Proyecto: Métodos computacionales para la detección de vertidos a partir de información de sensores remotos hiperespectrales y otros.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, VEM200320088C0404.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 01/11/2003 – 31/10/2006.
* Proyecto: Computación distribuida para servicios web multimedia: servidor de imágenes de múltiples modalidades.
** Entidad adjudicataria: Departamento de Industria, Comercio y Turismo del Gobierno Vasco, proyectos SAIOTEK.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2004 – 2005.

== Diario de trabajo // Work Journal ==
* [[revistas-congresos-veganzones | Revistas y congresos objetivos // Targeted journals and conferences]]
* [[sensores-hiperespectrales | Sensores Hiperespectrales y enlaces relacionados // Hyperspectral Sensors and related links]]
* [[presentaciones-informes-software-veganzones | Slides, informes y software // Presentations, reports and software]]
* [[enlaces-interes-maveganzones | Enlaces de interés // Links of interest]]

Archivo:Kes2012 veganzones.pdf

2012-09-10T19:38:43Z

Maveganzones:

Revistas

2012-09-07T11:55:21Z

Maveganzones: /* 2012 */

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

; Miguel A. Veganzones, Manuel Graña
: Application of Multivariate Mathematical Morphology by Lattice Auto-Associative Memories to Hyperspectral image Spectral-Spatial Classification
: IEEE Journal of Selected Topics in Earth Observations and Remote Sensing

;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 ==

;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 (accepted)
: jCR (2010) 0.862 (2011) 0.639

;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 (online) [http://dx.doi.org/10.1016/j.robot.2012.07.020]
: 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. [http://www.biomedcentral.com/content/qcpdf/1687-6180-2012-64.pdf pdf]
: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

2012-09-07T11:54:07Z

Maveganzones: /* submitidos sin decision */

Usuario:Maveganzones

2012-09-07T11:47:43Z

Maveganzones:

=Miguel Ángel Veganzones Bodón=
[[Imagen:Noalcierredewebs.png|http://www.noalcierredewebs.com/]]
==Datos personales // Personal data==

[[Imagen:Miguel.png|200px|thumb|Verona, 2008 May]]
[[Imagen:Norecorteciencia.jpg|200px|thumb|La Ciencia en España no necesita tijeras]]
* Fecha de nacimiento // Born date: 20/08/1977
* Doctor en Informática (Junio 2012) por la Universidad del País Vasco // Ph.D. in Computer Science (June 2012) by the Basque Country university.
* Diploma de Estudios Avanzados (DEA) en Inteligencia Computacional (Mayo 2009) por la Universidad del País Vasco // Master of Advanced Studies (May 2009) by the Basque Country University
* Ing. Sup. en Informática (Junio 2005) por la Universidad del País Vasco // Computer Science Engineer (June 2005) by the Basque Country University
* IEEE member Nº 90346130
* Member of the [http://www.grss-ieee.org/ IEEE Geoscience and Remote Sensing Society]
* Member of the [http://ieee-cis.org/ IEEE Computational Intelligence Society]
* Member of the [http://www.signalprocessingsociety.org/ IEEE Signal Processing Society]
* Member of the [http://www.ieee.org/women IEEE Women in Engineering Society]
* Miembro de la [http://www.ehu.es/ikertzaileprekarioak/ Asociación de Jóvenes Investigadores del País Vasco "Ikertzaile Prekarioak - Investigadores Precarios" (IP)] // Member of the [http://www.ehu.es/ikertzaileprekarioak/ Basque Country Young Researchers Association "Ikertzaile Prekarioak - Investigadores Precarios" (IP)].
* Miembro de la [http://precarios.org Federación de Jóvenes Investigadores (FJI)] // Member of the [http://precarios.org Young Researchers Federation (FJI)].
* [http://scholar.google.es/citations?user=8o-d6B4AAAA Google Scholar profile]
* [http://www.linkedin.com/profile/view?id=77039303&trk=tab_pro Linkedin profile]
* [http://www.researchgate.net/profile/Miguel_Veganzones/ Research Gate profile]
* [[fotos-veganzones | Galería de fotos // Photo gallery]]
* "... you know ... it's possible to send robots to explore Mars, but we [foresters] cannot count trees ..." extract from a private conversation along the 3rd Hyper-I-net summer school in Pavia, September 2009.
[[Imagen:Portada.png|My Thesis work]]

==Áreas de investigación // Research areas==
* Inteligencia Computacional // Computational Intelligence
* Análisis de imágenes multi/hiper-espectrales // Multi/Hyper-spectral imagery analysis
* Sistemas de Recuperación de Imágenes Basados en el Contenido (SRIBC) // Content-Based Image Retrieval Systems (CBIRS)
* Sensorización Remota // Remote Sensing
* Visión por Computador // Computer Vision
* Aprendizaje Máquina // Machine Learning
* Reconocimiento de Patrones // Pattern Recognition
* Minería de Datos // Data Mining
* Computación Reticular // Lattice Computing
* Probabilidad y Estadística // Probability and Statistics

==Datos de contacto // Contact data==
* E-correo // E-mail: miguelangel.veganzones [AT] ehu [DOT] es
* Tfno // Phone number: (+0034) 943 01 8047
* Dirección postal // Postal address:
** Att: Miguel A. Veganzones
** Grupo de Inteligencia Computacional
** Fac. Informática, Lab. 307
** Universidad del País Vasco (UPV/EHU)
** Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

==Publicaciones // Publications==
===2012===
* "Application of Multivariate Mathematical Morphology by Lattice Auto-Associative Memories to Hyperspectral image Spectral-Spatial Classification." Miguel A. Veganzones, Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (submitted).
* [[media:Veganzones_-_Thesis_-_2012.pdf‎|"Contributions to hyperspectral image processing from lattice computing and computational intelligence"]] Thesis. Advisor: Prof. Dr. Manuel Graña. June 2012.
* [http://www.sciencedirect.com/science/article/pii/S0031320312001483 "An Endmember-based distance for content based hyperspectral image retrieval."] Manuel Graña and Miguel A. Veganzones. Pattern Recognition 49(9), pp 3472-3489. September 2012.
* [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."] Miguel A. Veganzones and Manuel Graña. IEEE Journal of Selected Topics in Earth Observations and Remote Sensing 5(2), pp 488-500. April 2012.
* [http://asp.eurasipjournals.com/content/2012/1/64/abstract "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms."] Manuel Graña and Miguel A. Veganzones. EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (marzo 13, 2012): 64.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones and Manuel Graña. [http://www.springer.com/computer/ai/book/978-3-642-28930-9 HAIS 2012, Part II, LNCS 7209], pp. 424-435. 2012.
* [[Media:ICPRAM_2012_-_veganzones.pdf | "Dictionary based hyperspectral image retrieval."]] Miguel A. Veganzones, Mihai Datcu, Manuel Graña. Proceedings of the [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods], pages 426-432. 2012.

===2011===

* [[Media:Whispers2011_veganzones.pdf | "On the validation of a spectral/spatial CBIR system for hyperspectral images."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. 2011.
* [[Media:SOCO2011-veganzones-camera_ready.pdf | "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data."]] Miguel A. Veganzones, Manuel Graña. : Proceedings of the [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)].
* [[Media:esa2011_roman-gonzalez_veganzones.pdf | "A novel data compression technique for remote sensing data mining."]] Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].
* [[Media:esa2011_veganzones_grana.pdf | "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."]] Miguel A. Veganzones, Manuel Graña. Proceedings of the [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC ESA-EUSC-JRC 2011].

===2010===
* [[Media:Hais2010-veganzones.pdf | "On the use of a hybrid approach to contrast Endemember Induction Algorithms"]]; Miguel A. Veganzones, Carmen Hernández; Emilio Corchado, Manuel Graña, Alexandre Manhaes (Eds.); HAIS2010 Proceedings, Part II, LNAI 6077, pp: 69-76; ISBN 978-3-642-13802-7; ISSN 0302-9743; Springer-Verlag. 2010.
* [http://www.scielo.oces.mctes.pt/scielo.php?script=sci_issuetoc&pid=0870-635220100002&lng=en&nrm=iso "Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches."] M.A. Veganzones, L.C.S. Nunes, M.L. Monteiro, D.M. Lopes, C. Hernández, M. Graña; [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, Instituto Nacional de Investigaçao Agraria (Eds.); ISSN 0870-6352. December 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Miguel A. Veganzones, Leonia Nunes, Carmen Hernández, Domingos Lopes; Capítulo de libro en las Actas de las III Jornadas de Inteligencia Computacional, JIC'09; Ekaitz Zulueta (Ed.); ISBN 978-84-9860-320-0; Servicio editorial de la UPV/EHU. 2009.

===2008===
* [[Media:Kes2008.pdf | "Endmember extraction methods: a short review"]]; Miguel Angel Veganzones, Manuel Graña; I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; ISBN 978-3-540-85566-8; Springer-Verlag Berlin Heidelberg. 2008.
* [[Media:LibroPresentacionesVerona.pdf | "Linear Mixing Model for Hyperspectral Imagery: Virtual Dimensionality, Endmembers Induction Methods and Unmixing techniques"]]; Miguel A. Veganzones; Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional, JIC'08; Ramón Moreno Jimenez, Alexandre Manhaes Savio (Eds.); ISBN 978-84-296-2316-1; Servicio editorial de la UPV/EHU. 2008.
* [[Media:Remotesensing-chapter.pdf | "CBIR for remote sensing images"]]; Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña. Chapter on the "Computational Intelligence for Remote Sensing" book, Manuel Graña, Richard J. Duro (Eds.); Studies in Computational Intelligence series, Vol.133, Springer Verlag; ISBN 978-3-540-79352-6. 2008.

===2007===
* [[Media:JIC07-veganzones.pdf | "Uso de las Memorias Morfológicas Asociativas para el análisis de estrategias de afrontamiento en el estrés social en ratones"]]; Miguel Angel Veganzones, Zurine de Miguel, Arantza Azpiroz; Chapter on the "Actas de las I Jornadas de Inteligencia Computacional - JIC'07" book, Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:JIC'07.pdf | "Actas de las I Jornadas de Inteligencia Computacional - JIC'07"]]; Ramón Moreno Jiménez, Miguel A. Veganzones, Maria Teresa García-Sebastián (Eds.); Basque Country University Editorial; ISBN 978-84-9860-019-3. 2007.
* [[Media:Idaacs-moreno.pdf | "A Remote Mycological Assistant"]]; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications Proceedings (IEEE Press); ISBN 1-4244-1348-6.

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

==Participación en eventos // Events participation==

===2012===
* "Relevance feedback by dissimilarity spaces for hyperspectral CBIR." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2012_ESA-EUSC ESA-EUSC-JRC 2012 - Image Information Mining: Knowledge Discovery from Earth Observation Data]. German Aerospace Center (DLR), Oberpfaffenhofen (Germany). October 24-26, 2012.
* "On hyperspectral morphology by lattice auto-associative memories supervised orderings." Miguel A. Veganzones, Manuel Graña. [http://kes2012.kesinternational.org/index.php 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2012)]. Second workshop on Hyperspectral image processing, intelligent systems for remote sensing and High Performance Computing (IS30). San Sebastian, Spain. September 10-12th. 2012.
* "Lattice Auto-Associative Memories induced Supervised Ordering defining a Multivariate Morphology on Hyperspectral data." Miguel A. Veganzones, Manuel Graña. [http://core.ieee-whispers.com/ 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2012)] Shanghai, China. June 4-7, 2012.
* "Hybrid computational methods for hyperspectral image analysis." Miguel A. Veganzones, Manuel Graña. [http://http://hais.usal.es 7th International Conference on Hybrid Artificial Intelligence Systems]. Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012.
* "Dictionary based hyperspectral image retrieval." Miguel A. Veganzones, Mihai Datcu, Manuel Graña. [http://icpram.org 1st International Conference on Pattern Recognition Applications and Methods]. [http://icpram.org Special session on Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis]. Algarve, Portugal. February 6-8, 2012.
* Local organizing committee member of the [http://kes2012.kesinternational.org/ 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2012] in San Sebastian (Spain). October 10th-12th, 2012.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://hais.usal.es 7th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2012].
* Program Committee member of the [http://www.mirlabs.net/wict12/ 2nd World Congress on Information and Communication Technologies - WICT 2012]

===2011===
* "On the validation of a spectral/spatial CBIR system for hyperspectral images." Miguel A. Veganzones, Manuel Graña. [http://www.ieee-whispers.com/ 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011)]. Lisbon, Portugal. June 6-9, 2011.
* "A novel data compression technique for remote sensing data mining." Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://earth.eo.esa.int/rtd/Events/2011_ESA-EUSC-JRC/ ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011.
* "Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data." Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011.
* Technical Program Committee (TPC) member of the [http://www.mosharaka.net Mosharaka International Conferences].
* Program Committee member of the [http://www.mirlabs.org/nabic11/ Third World Congress on Nature and Biologically Inspired Computing (NaBIC2011)].
* Program Committee member of the [http://www.mirlabs.org/cason11/ 3th International Conference on Computational Aspects of Social Networks (CASoN 2011)].
* Program Committee member of the [http://www.mirlabs.org/nwesp11/ 7th International Conference on Next Generation Web Services Practices (NWeSP 2011)].
* Program Committee member of the [http://iwann.ugr.es/2011/iwann11.php?menu=news&sub=news 11th International Work-Conference on Artificial Neural Networks - IWANN 2011].
* Program Committee member of the [http://hais.pwr.wroc.pl/ 6th International Conference on HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS - HAIS 2011].

===2010===
* NPP in Portuguese forest ecosystems based on FOREST-BGC model and remote sensed inputs. Leónia Nunes, Domingos Lopes, Stith T. Gower, Miguel Veganzones, Margarida Liberato, Manuel Graña, Carmen Hernandez. Poster at the [http://www.forestchange2010.utad.pt/ "Mixed and Pure Forests in a Changing World 2010"] IUFRO Conference in the Universidade de Trás-os-Montes e Alto Douro (UTAD) in Vila Real, Portugal. October 6th-8th, 2010.
* Regression techniques and neural networks for estimating LAI from remote sensing data: an application case using forest-BGC. Leónia Nunes, Carmen Hernandez, Miguel Veganzones, Margarida L. R. Liberato, Manuel Graña, Domingos Lopes. Communication at the [http://forestsat2010.usc.es/en/index.html "Operational tools in forestry using remote sensing techniques - ForestSat 2010"] conference in Lugo and Santiago de Compostela, Spain. September 7th-9th, 2010.
* Reviewer at [http://www.etfa2010.org/ "15th IEEE International Conference on Emerging Technologies and Factory Automation - ETFA 2010"] in Bilbao (Spain). September 13th-16th, 2010.
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. Communication on the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.
* Local organizing committee member of the [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010. http://www.ehu.es/ccwintco/hais2010/.
* Reviewer at [http://www.ehu.es/ccwintco/hais2010/ "5th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2010"] in San Sebastian (Spain). June 23rd-25th, 2010.

===2009===
* [[Media:JIC2009Vitoria-maveganzones.pdf | Net Primary Production (NPP) measures of forest ecosystems in the North of Portugal]]. Comunication on the [http://www.ehu.es/ocs/index.php/icomputacional "3rd. Jornadas de Inteligencia Computacional"] in Vitoria (Spain). October 10th, 2009.
* Ciração de uma interface amigavel para Forest-BGC. Communication on the workshop "Pensar (e investigar) os povamentos mistos em Portugal" in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.
[[Imagen:Workshop-oeiras-2009.jpg|200px|thumb|"Pensar (e investigar) os povamentos mistos em Portugal" workshop program]]
* Attendance to the [http://hyperinet.multimediacampus.it/events.htm "3rd HYPER-I-NET Summer School - Hyperspectral data: from images to information"] in Pavia (Italy). September 8-11th.
* Attendance to the [http://www.ieee-whispers.com/ "First workshop on hyperspectral image and signal processing: evolution in remote sensing"] in Grenoble (France). August 26-28th.
* Reviewer at the [http://cig.iet.unipi.it/isda09/ "9th International Conference on Intelligent Systems Design and Applications (ISDA'09)"] in Pisa (Italy). November, 30th - December, 2nd, 2009.
* Miembro del comité organizador de las Jornadas "La Ciencia desde la perspectiva de la Universidad, la Sociedad y la Empresa" celebradas en la Facultad de Ciencia y Tecnología, Universidad del Pais Vasco (UPV/EHU) en Leioa (Spain). 4,11,18 y 25 Marzo, 2009.
* Reviewer at the [http://iwann.ugr.es/2009/ "10th International Work-Conference on Artificial Neural Networks - IWANN 2009 (Biological Inspired Systems, Computational and Ambient Intelligence)"] in Salamanca (Spain). June 10-12th, 2009.
* Comunicación en la [https://gici.uab.es/wiki_red_tematica segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia] en Barcelona, 27 febrero 2009.
* Attendance to the [http://www.precarios.org/jornadas2009 "VII Jornadas de Jóvenes Investigadores"] in Barcelona (Spain). February 25-27th, 2009.

===2008===
* "Endmember extraction methods: a short review"; Miguel Angel Veganzones, Manuel Graña; Communication on the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* Chair of the [http://kes2008.kesinternational.org/ "12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES 2008"] invited session on "Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications" in Zagreb (Croatia). September 3-5th, 2008.
* "Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods"; Miguel A. Veganzones; Communication on the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.ehu.es/computationalintelligence/index.php/Jic08 "2nd Workshop on Computational Intelligence - JIC'08"] in Verona (Italy). May 13-16th, 2008.
* Attendance to the [http://www.precarios.org/users/jornadas "VI Jornadas de Jóvenes Investigadores"] in Granada (Spain). February 13-15th, 2008.

===2007===
* Attendance to the [http://hyperinet.multimediacampus.it/event1.htm "First HYPER-I-NET School on Hyperspectral Imaging"] in Caceres (Spain). October 29-31th, 2007.
* Organizing committee member of the [http://www.ehu.es/computationalintelligence/index.php/Jic07 "1st Workshop on Computational Intelligence - JIC'07"] in San Sebastian (Spain). October 24-25th, 2007.
* "A Remote Mycological Assistant"; Ramón Moreno, Manuel Graña, Miguel Angel Veganzones; Communication on the [http://www.umcs.maine.edu/~idaacs/2007/ IDAACS 2007: Intelligent Data Adquisition And Advanced Computing Systems: Technology and Applications] conference.
* Local organizing committee member of the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Reviewer at the [http://iwann2005.ugr.es/2007/ "9th International Work-Conference on Artificial Neural Networks - IWANN 2007 (Computational and Ambient Intelligence)"] in San Sebastian (Spain). June 20-22th, 2007.
* Local organizing committee member of the [http://www.ehu.es/ikertzaileprekarioak/jornadas2007/index.html "V Jornadas de Jóvenes Investigadores – Gazte Ikertzaileen V Jardunaldiak"], Bilbao (Spain), February 28th – March 2nd, 2007.

==Revisor en revistas científicas // Reviewer at scientific journals ==
* [http://ees.elsevier.com/ins/ Information Sciences], Imprint: ELSEVIER.
* [http://www.tandf.co.uk/journals/tidf International Journal of Image and Data Fusion], Imprint: Taylor & Francis.
* [http://www.springer.com/computer/image+processing/journal/11554 Journal of Real-Time Image Processing], Imprint: ELSEVIER.
* [http://asp.eurasipjournals.com/ EURASIP Journal on Advances in Signal Processing], Imprint: SPRINGER.
* [http://www.grss-ieee.org/publications/jstars/ IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing], Imprint: IEEE.
* [http://www.grss-ieee.org/publications/transactions/ IEEE Transactions on Geoscience and Remote Sensing (TGARS)], Imprint: IEEE.
* [http://www.editorialmanager.com/nepl/mainpage.html Neural Processing Letters], Imprint: ELSEVIER.
* [http://www.journals.elsevier.com/pattern-recognition/ Pattern Recognition], Imprint: ELSEVIER.
* [http://journals.iaumajlesi.ac.ir/ee/index/index.php/ee Majlesi Journal of Electrical Engineering]

==Becas y ayudas recibidas // Grants==
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Deutsches Zentrum Für Luft -Und Raumfahrt (DLR - German Aerospace Center), in Munich (Germany).
** Fechas: 20/06/2011 – 12/09/2011.
* Tipo de beca o ayuda: Ayuda para estancias cortas.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: CNES-DLR-ENST Competence Centre on Information Extraction and Image Understanding for Earth Observation, in París (France).
** Fechas: 03/03/2010 – 31/05/2010.
* Tipo de beca o ayuda: Ayuda predoctoral.
** Entidad adjudicataria: Departamento de Educación, Universidades e Investigación del Gobierno Vasco.
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/01/2008 – 31/12/2011.
* Tipo de beca o ayuda: Contrato Personal Docente Investigador (PDI).
** Título: Percepción artificial y control de caos para robótica modular en entornos dinámicos y no estructurados.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 23/03/2007 – 31/12/2007.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de CBIR para imágenes hiperespectrales.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 02/01/2006 – 31/12/2006.
* Tipo de beca o ayuda: Beca de colaboración.
** Título: Sistema de interacción gestual en tiempo real. Paralelización.
** Entidad adjudicataria: Departamento Ciencia de la Computación e Inteligencia Artificial (CCIA), Universidad del País Vasco (UPV/EHU).
** Centro de aplicación: Facultad de Informática (San Sebastián).
** Fechas: 01/05/2005 – 31/12/2005.
* Tipo de beca o ayuda: Prácticas en empresa.
** Título: Desarrollo de módulo de reconocimiento de posiciones corporales.
** Entidad adjudicataria: Universidad del País Vasco (UPV/EHU) e Innovae Vision S.L.
** Centro de aplicación: Innovae Vision S.L.
** Fechas: 01/11/2004 – 30/06/2005.

== Participación en proyectos de investigación // Research projects participation ==
* Proyecto: Técnicas de inteligencia computacional en el proceso de imagen hiperespectral y aplicaciones.
** Entidad adjudicataria: Ministerio de Ciencia e Innovación del Gobierno Español, TIN2011-28753-C02-02.
** Investigador principal: Prof. Alicia d'Anjou.
** Fechas: 2011 – 2013.
* Proyecto: Florestas mistas. Modelação, dinámica e distribuição geográfica da produtividade e da fixação do carbono nos ecossistemas florestais mistos em Portugal.
** Entidad adjudicataria: FundaÇao para a Ciência e a Tecnologia (FCT). Ministério da Ciência, Tencnología e Ensino Superior. Governo da República Portuguesa. PTDC/AGR-CFL/68186/2006.
** Investigador principal: Prof. Domingos Manuel Mendes Lopes.
** Fechas: 2006 – 2010.
* Proyecto: Percepcion artificial y control de caos para robotica modular en entornos dinamicos y no estructurados.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, DPI200615346C0303.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2007 – 2009.
* Proyecto: Métodos computacionales para la detección de vertidos a partir de información de sensores remotos hiperespectrales y otros.
** Entidad adjudicataria: Ministerio de Ciencia y Tecnología del Gobierno Español, VEM200320088C0404.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 01/11/2003 – 31/10/2006.
* Proyecto: Computación distribuida para servicios web multimedia: servidor de imágenes de múltiples modalidades.
** Entidad adjudicataria: Departamento de Industria, Comercio y Turismo del Gobierno Vasco, proyectos SAIOTEK.
** Investigador principal: Prof. Manuel Graña.
** Fechas: 2004 – 2005.

== Diario de trabajo // Work Journal ==
* [[revistas-congresos-veganzones | Revistas y congresos objetivos // Targeted journals and conferences]]
* [[sensores-hiperespectrales | Sensores Hiperespectrales y enlaces relacionados // Hyperspectral Sensors and related links]]
* [[presentaciones-informes-software-veganzones | Slides, informes y software // Presentations, reports and software]]
* [[enlaces-interes-maveganzones | Enlaces de interés // Links of interest]]

Archivo:EIA ILSIA.sci

2012-08-29T15:20:10Z

Maveganzones: subió una nueva versión de «Archivo:EIA ILSIA.sci»

Archivo:EIA LAM.sci

2012-08-29T15:20:02Z

Maveganzones: subió una nueva versión de «Archivo:EIA LAM.sci»

Archivo:EIA ILSIA.m

2012-08-29T15:19:49Z

Maveganzones: subió una nueva versión de «Archivo:EIA ILSIA.m»

Archivo:EIA LAM.m

2012-08-29T15:19:40Z

Maveganzones: subió una nueva versión de «Archivo:EIA LAM.m»

Endmember Induction Algorithms

2012-08-29T15:19:19Z

Maveganzones: /* Endmember Induction Algorithms toolbox */

=== Endmember Induction Algorithms toolbox ===

Download the latest Endmember Induction Algorithms (EIAs) toolbox and the documentation here:
* EIA Toolbox:
** Version 0.2: [[Media:EIA_Toolbox_reduced.zip | download (1.3 MB)]]
* Data:
** For Matlab and Scilab: [[Media:EIA_Toolbox_data.zip | download (259.2 MB)]]
** For Matlab only: [[Media:EIA_toolbox_data_matlab.zip | download (128.3 MB)]]
** For Scilab only: [[Media:EIA_toolbox_data_scilab.zip | download (130.9 MB)]]

This software is distributed under the terms of the [http://www.gnu.org/licenses/gpl.html GNU General Public License] as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

The here available Endmember Induction Algorithms (EIAs) toolbox has been developed with [http://www.mathworks.com/ MATLAB 7.4] (licensed copy is needed to use it) and [http://www.scilab.org/ SCILAB 5.2] (open source and freely distributed).

If you are using the Endmember Induction Algorithms (EIAs) toolbox for your scientific research, please reference it as follows:

''Endmember Induction Algorithms (EIAs) toolbox''.
Grupo de Inteligencia Computacional, Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Spain.
http://www.ehu.es/computationalintelligence/index.php/Endmember_Induction_Algorithms

'''Copyright 2010 Grupo Inteligencia Computacional, Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU)'''.

Acknowledgements to [http://www.cise.ufl.edu/~ritter/ Prof. Gerhard Ritter] from the [http://www.cise.ufl.edu/ Department of Computer and Information Science and Engineering], University of Florida (USA); [http://www.unex.es/investigacion/grupos/hypercomp/estructura/personal/pagina_personal?listado_lineas=1&idpersonal=354 Prof. Antonio Plaza] from the [http://www.unex.es/investigacion/grupos/hypercomp Department of Technology of Computers and Communications], University of Extremadura (Spain), and coordinator of the [http://hyperinet.multimediacampus.it/ Hyper-I-Net project]; and to [https://spaces.umbc.edu/display/rssipl/Chein-I+Chang Prof. Chein-I Chang] from the [https://spaces.umbc.edu/display/rssipl/Home Remote Sensing Signal and Image Processing Laboratory], University of Maryland (USA).

=== Endmember Induction Algorithms collection ===

Here you can find separately the EIAs included in the toolbox and their respective bibliographical references:

* '''Endmember Induction Heuristic Algorithm (EIHA)'''
** MATLAB: [[Media:EIA_EIHA.m | download (4.7 KB)]]
** SCILAB: [[Media:EIA_EIHA.sci | download (4.6 KB)]]
M. Grana, I. Villaverde, J. O. Maldonado, and C. Hernandez
''Two lattice computing approaches for the unsupervised segmentation of hyperspectral images''
''Neurocomput.'', vol. 72, nº. 10-12, págs. 2111-2120, 2009.

* '''Incremental Strong Lattice Independent Algorithm (ILSIA)'''
** MATLAB: [[Media:EIA_ILSIA.m | download (7.4 KB)]]
** SCILAB: [[Media:EIA_ILSIA.sci | download (7.3 KB)]]
M. Grana, D. Chyzhyk, M. García-Sebastián, and C. Hernández
''Lattice independent component analysis for functional magnetic resonance imaging''
''Information Sciences'', vol. 181, pág. 1910–1928, May. 2011.

* '''Prof. Ritter's WM Algorithm (WM)'''
** MATLAB: [[Media:EIA_WM.m | download (2.4 KB)]]
** SCILAB: [[Media:EIA_WM.sci | download (2.5 KB)]]
G. X. Ritter and G. Urcid
''A lattice matrix method for hyperspectral image unmixing''
''Information Sciences'', vol. In Press, Corrected Proof, Oct. 2010.

* '''N-FINDR'''
** MATLAB: [[Media:EIA_NFINDR.m | download (3.9 KB)]]
** SCILAB: [[Media:EIA_NFINDR.sci | download (3.9 KB)]]
Winter, M. E.
''N-FINDR: an algorithm for fast autonomous spectral endmember determination in hyperspectral data''
presented at the ''Imaging Spectrometry V'', Denver, CO, USA, 1999, vol. 3753, págs. 266-275.

* '''Fast Iterative PPI (FIPPI)'''
** MATLAB: [[Media:EIA_FIPPI.m | download (3.7 KB)]]
** SCILAB: [[Media:EIA_FIPPI.sci | download (3.7 KB)]]
Chang, C.-I. and Plaza, A.
''A fast iterative algorithm for implementation of pixel purity index''
''Geoscience and Remote Sensing Letters, IEEE'', vol. 3, nº. 1, págs. 63-67, 2006.

* '''Automatic Target Generation Process (ATGP)'''
** MATLAB: [[Media:EIA_ATGP.m | download (3.8 KB)]]
** SCILAB: [[Media:EIA_ATGP.sci | download (4.0 KB)]]
A. Plaza and C.-I. Chang
''Impact of Initialization on Design of Endmember Extraction Algorithms''
''Geoscience and Remote Sensing, IEEE Transactions on'', vol. 44, nº. 11, págs. 3397-3407, 2006.

* '''Convex Cone Analysis (CCA)'''
** MATLAB: [[Media:EIA_CCA.m | download (3.4 KB)]]
** SCILAB: [[Media:EIA_CCA.sci | download (3.6 KB)]]
Ifarraguerri, A. and C.-I. Chang
''Multispectral and hyperspectral image analysis with convex cones''
''Geoscience and Remote Sensing, IEEE Transactions on'', vol. 37, nº. 2, págs. 756-770, 1999.

=== Additional functions ===
Some of the algorithms require additional methods:

* '''Lattice Associative Memories (LAMs)'''
** MATLAB: [[Media:EIA_LAM.m | download (3.1 KB)]]
** SCILAB: [[Media:EIA_LAM.sci | download (3.2 KB)]]

* '''Chebyshev distance'''
** MATLAB: [[Media:EIA_CHEBYSHEV.m | download (2.0 KB)]]
** SCILAB: [[Media:EIA_CHEBYSHEV.sci | download (2.1 KB)]]

Some of the algorithms require as input the number of endmembers to search. If unknown, HFC virtual dimensionality algorithm can be used:

* '''HFC method'''
** MATLAB: [[Media:EIA_HFC.m | download (3.2 KB)]]
** SCILAB: [[Media:EIA_HFC.sci | download (3.4 KB)]]
Chang, C.-I. and Du, Q.
''Estimation of number of spectrally distinct signal sources in hyperspectral imagery''
''Geoscience and Remote Sensing, IEEE Transactions on'', vol. 42, nº. 3, págs. 608-619, 2004.

=== Data's spatial dimensionality-based launchers ===

Here you can find launchers for the EIA toolbox which treat data in base to their spatial dimensionality. This launchers are divided into 1D, 2D and 3D.

* '''1D Launcher''': 1-spatial data is defined as a matrix where first dimension represents the spectral information and second dimension the spatial. Examples of 1-spatial data are contingency matrix where each sample (spatial dimensionality) is an N-dimensional feature vector (spectral dimensionality).
** MATLAB: [[Media:EIA_1D.m | download (7.9 KB)]]
** SCILAB: [[Media:EIA_1D.sci | download (7.4 KB)]]

* '''2D Launcher''': 2-spatial data is defined as a cube where first dimension represents the spectral information and, second and third dimensions are the spatial ones. Examples of 2-spatial data are images where each pixel (spatial dimensionality) is an N-dimensional feature vector (spectral dimensionality). For binaries or grey-scale images N==1. For RGB images N==3. For hyperspectral images N is high.
** MATLAB: [[Media:EIA_2D.m | download (8.1 KB)]]
** SCILAB: [[Media:EIA_2D.sci | download (7.7 KB)]]

* '''3D Launcher''': 3-spatial data is defined as an hypercube where first dimension represents the spectral information and, second, third and fourth dimensions are the spatial ones. Examples of 3-spatial data are hyperspectral MRI images where each voxel (spatial dimensionality) is an N-dimensional feature vector (spectral dimensionality).
** MATLAB: [[Media:EIA_3D.m | download (8.1 KB)]]
** SCILAB: [[Media:EIA_3D.sci | download (7.7 KB)]]

=== Loading hyperspectral data ===

* [[Media:loadHypercubesMatlab.pdf | How to load hyperspectral images with Matlab]]

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Capí­tulos de Libro

Capí­tulos de Libro

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Revistas

Revistas

Revistas

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Ponencias en congresos

Ponencias en congresos

Usuario:Maveganzones

Ponencias en congresos

Capí­tulos de Libro

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Archivo:Kes2012 veganzones.pdf

Revistas

Revistas

Usuario:Maveganzones

Archivo:EIA ILSIA.sci

Archivo:EIA LAM.sci

Archivo:EIA ILSIA.m

Archivo:EIA LAM.m

Endmember Induction Algorithms

Archivo:EIA Toolbox reduced.zip

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Revistas

Usuario:Maveganzones

Usuario:Maveganzones

Usuario:Maveganzones

Capítulos de Libro

Capítulos de Libro

Capítulos de Libro