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	<id>https://ehu.eus/ccwintco/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Elsa.fernandez</id>
	<title>Grupo de Inteligencia Computacional (GIC) - Contribuciones del usuario [es]</title>
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	<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Especial:Contribuciones/Elsa.fernandez"/>
	<updated>2026-04-16T16:14:16Z</updated>
	<subtitle>Contribuciones del usuario</subtitle>
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	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14407</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14407"/>
		<updated>2013-03-04T16:23:23Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* EEG analysis with Machine Learning methods.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2012&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Maite Termenon, Elsa Fernández, A. Barrós-Loscertales, J.C. Bustamante, C. Ávila&lt;br /&gt;
:Impact of Analysis Circularity: A Case Study in Cocaine Adicction Detection on MRI&lt;br /&gt;
:[kes2012.kesinternational.org 16th International Conference on Knowledge-based and Intelligent Information &amp;amp; Engineering Systems (KES 2012)], San Sebastián, Spain. 10, 11 &amp;amp; 12 September 2012.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI.&lt;br /&gt;
:[http://www.iwinac.uned.es/ International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Spain. 30th May-3th June, 2011.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2010&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing, JCR 1.578&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14405</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14405"/>
		<updated>2013-03-04T16:22:29Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2012&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Maite Termenon, Elsa Fernández, A. Barrós-Loscertales, J.C. Bustamante, C. Ávila&lt;br /&gt;
:Impact of Analysis Circularity: A Case Study in Cocaine Adicction Detection on MRI&lt;br /&gt;
:[kes2012.kesinternational.org 16th International Conference on Knowledge-based and Intelligent Information &amp;amp; Engineering Systems (KES 2012)], San Sebastián, Spain. 10, 11 &amp;amp; 12 September 2012.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI.&lt;br /&gt;
:[http://www.iwinac.uned.es/ International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Spain. 30th May-3th June, 2011.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2010&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing, JCR 1.578&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14403</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14403"/>
		<updated>2013-03-04T16:21:24Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2012&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Maite Termenon, Elsa Fernández, A. Barrós-Loscertales, J.C. Bustamante, C. Ávila&lt;br /&gt;
;Impact of Analysis Circularity: A Case Study in Cocaine Adicction Detection on MRI&lt;br /&gt;
;[kes2012.kesinternational.org 16th International Conference on Knowledge-based and Intelligent Information &amp;amp; Engineering Systems (KES 2012)], San Sebastián, Spain. 10, 11 &amp;amp; 12 September 2012.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI.&lt;br /&gt;
:[http://www.iwinac.uned.es/ International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Spain. 30th May-3th June, 2011.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2010&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing, JCR 1.578&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14401</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=14401"/>
		<updated>2013-03-04T16:15:44Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI.&lt;br /&gt;
:[http://www.iwinac.uned.es/ International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Spain. 30th May-3th June, 2011.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2010&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing, JCR 1.578&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_sobre_resting_state_con_fMRI_2012-05-11&amp;diff=12848</id>
		<title>Jornada GIC sobre resting state con fMRI 2012-05-11</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_sobre_resting_state_con_fMRI_2012-05-11&amp;diff=12848"/>
		<updated>2012-05-11T14:00:22Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* lista de articulos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
Los trabajos sobre resting state y la detección de la default mode network, plus sus implicaciones patologicas si las tiene están en las revistas de neurociencias, esta es una muestra de trabajos publicados en el ambiente de elsevier&lt;br /&gt;
&lt;br /&gt;
== lista de articulos ==&lt;br /&gt;
&lt;br /&gt;
* Ana&lt;br /&gt;
** dicriminative analysis of schizophrenia [http://www.sciencedirect.com/science/article/pii/S1053811909011951] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_Shen2010_resting_state_fMRI.pdf  slides]&lt;br /&gt;
&lt;br /&gt;
* Israel Rebollo&lt;br /&gt;
** connected iterative scan detecting overlapped funcional clusters in resting state fMRI [http://www.sciencedirect.com/science/article/pii/S0165027011002597][[media: Seguimiento_11_mayo.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* miguel angel&lt;br /&gt;
** hierarchical clustering [http://www.sciencedirect.com/science/article/pii/S0730725X02005039] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/430/elm%20-%20veganzones%20-%202012_05_10.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Borja Ayerdi&lt;br /&gt;
** multilevel bootstrap [http://www.sciencedirect.com/science/article/pii/S1053811910002697] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_fMRI.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Josu&lt;br /&gt;
** clustering to detect functional connectivity differences [http://www.sciencedirect.com/science/article/pii/S105381191200242X][[media: fMRI_Chen.pdf.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Elsa&lt;br /&gt;
** fMRI sICA repeatability [http://www.sciencedirect.com/science/article/pii/S1053811910006968] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/434/ElsaRestingState.pdf  slides]&lt;br /&gt;
&lt;br /&gt;
* Rosalia&lt;br /&gt;
** parcelation of functional subunits [http://www.sciencedirect.com/science/article/pii/S105381190901427X]&lt;br /&gt;
&lt;br /&gt;
*Darya&lt;br /&gt;
** review on resting state fMRI functional connectivity [http://www.sciencedirect.com/science/article/pii/S0924977X10000684]&lt;br /&gt;
&lt;br /&gt;
*Ion&lt;br /&gt;
** FENICA on resting state [http://www.sciencedirect.com/science/article/pii/S016502701]0004036] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Schof-2010-FENICA-fMRI_p.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Alex&lt;br /&gt;
** functional connectivity with total interdependence [http://www.sciencedirect.com/science/article/pii/S1053811912000961] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_xiaotong_exploring.pdf slices]&lt;br /&gt;
&lt;br /&gt;
* ramon&lt;br /&gt;
** indep comp model of the default mode brain function [http://www.sciencedirect.com/science/article/pii/S0730725X08000854] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/presentacionViernes11.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* maite&lt;br /&gt;
** reliability of resting stat connectivity network [http://www.sciencedirect.com/science/article/pii/S105381191100961X]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_Extreme_Learning_Machines_2012-04-20&amp;diff=12694</id>
		<title>Jornada GIC Extreme Learning Machines 2012-04-20</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_Extreme_Learning_Machines_2012-04-20&amp;diff=12694"/>
		<updated>2012-04-20T12:14:37Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* articulos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;jornada dedicada a articulos &amp;quot;recientes&amp;quot; sobre Extreme Learning Machines, fuente Sciencedirect&lt;br /&gt;
== articulos ==&lt;br /&gt;
&lt;br /&gt;
* Ion Marques&lt;br /&gt;
** voting based ELM [http://www.sciencedirect.com/science/article/pii/S0020025511004725]&lt;br /&gt;
&lt;br /&gt;
* Alex&lt;br /&gt;
** face recognition ELM [http://www.sciencedirect.com/science/article/pii/S0925231211002578] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_zong_face_recognition.pdf slices]&lt;br /&gt;
&lt;br /&gt;
* Ramon&lt;br /&gt;
** ELM for radial basis functions [http://www.sciencedirect.com/science/article/pii/S092523121100213X] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/MELM-GRBF.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
*Elsa&lt;br /&gt;
** optimization based ELM [http://www.sciencedirect.com/science/article/pii/S0925231210002225] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/434/ElsaELM.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel&lt;br /&gt;
** efectiveness of ELM [http://www.sciencedirect.com/science/article/pii/S0925231211002116] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Wang-2011-Effectiveness%20of%20ELM-pres.pdf slices]&lt;br /&gt;
&lt;br /&gt;
* Darya&lt;br /&gt;
** comparing ELM and sequential FFNN [http://www.sciencedirect.com/science/article/pii/S0893608011002231]&lt;br /&gt;
&lt;br /&gt;
* Israel&lt;br /&gt;
** random search incremental ELM [http://www.sciencedirect.com/science/article/pii/S0925231207003633][[media: Israel_ELM.pdf|slides]]&lt;br /&gt;
&lt;br /&gt;
* Ana&lt;br /&gt;
** ordinal ELM [http://www.sciencedirect.com/science/article/pii/S0925231210004042]&lt;br /&gt;
&lt;br /&gt;
*Miguel&lt;br /&gt;
** evolutionary ELM [http://www.sciencedirect.com/science/article/pii/S0031320305001809] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/430/ELM%20-%20veganzones%20-%202012_04_20.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Borja Ayerdi&lt;br /&gt;
** ensemble ELM [http://www.sciencedirect.com/science/article/pii/S0925231209000782]&lt;br /&gt;
&lt;br /&gt;
*Josu&lt;br /&gt;
** multicategory sparse ELM [http://www.sciencedirect.com/science/article/pii/S0952197610001326][[media:ELM_Josu.pdf|slides]]&lt;br /&gt;
&lt;br /&gt;
* Maite Termenon&lt;br /&gt;
** two stage ELM for regresion [http://www.sciencedirect.com/science/article/pii/S0925231210003401] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/262/ELM_Termenon.pdf slides]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_coloreado_de_grafos_2012-03-23&amp;diff=12478</id>
		<title>Jornada GIC coloreado de grafos 2012-03-23</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_coloreado_de_grafos_2012-03-23&amp;diff=12478"/>
		<updated>2012-03-23T14:36:41Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* articulos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;jornada dedicada a articulos &amp;quot;recientes&amp;quot; sobre técnicas de optimización para el coloreado de grafos&lt;br /&gt;
&lt;br /&gt;
== articulos ==&lt;br /&gt;
&lt;br /&gt;
* ALex&lt;br /&gt;
**algoritmo evolutivo con diversidad garantizada [http://www.sciencedirect.com/science/article/pii/S0305054810000286] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_cosmin_evol_graphcol.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Elsa&lt;br /&gt;
**algoritmo paralelo genetico-tabu [http://www.sciencedirect.com/science/article/pii/S0377221708003111] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/434/ElsaColoreadoGrafos.pdf  Slides]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel&lt;br /&gt;
** aplicaciones en robotica de graph coloring [http://www.sciencedirect.com/science/article/pii/S0377221707009423] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Demange-2009-A%20tutorial%20on%20the%20use%20of%20graph%20coloring%20for%20some%20problems%20in%20robotics-pres.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Darya&lt;br /&gt;
**cartografiado del espacio de busqueda [http://www.sciencedirect.com/science/article/pii/S0305054809001798] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/261/GIC-hiperspectrales-Chyzhyk-2012-03-23.pdf  Slides]&lt;br /&gt;
&lt;br /&gt;
* Ramon&lt;br /&gt;
**modified turbulent PSO [http://www.sciencedirect.com/science/article/pii/S0957417410012285] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/coloresPSO.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Israel&lt;br /&gt;
**comparacion de algoritmos para coloreado de grandes grafos [http://www.sciencedirect.com/science/article/pii/S0305054811002425]&lt;br /&gt;
&lt;br /&gt;
* Ana&lt;br /&gt;
**un algoritmo memetico [http://www.sciencedirect.com/science/article/pii/S0377221709005177] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_Lu2010_graph.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
*Miguel&lt;br /&gt;
**improved ant colony [http://www.sciencedirect.com/science/article/pii/S0166218X07001321] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/624/coloreado%20-%20veganzones%20-%202012_03_23.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Borja Ayerdi&lt;br /&gt;
**reactive tabu search [http://www.sciencedirect.com/science/article/pii/S0305054806001420] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_coloreado_de_grafos.pdf| Slides]&lt;br /&gt;
&lt;br /&gt;
*Josu&lt;br /&gt;
**neural network approach [http://www.sciencedirect.com/science/article/pii/S0377221707008909][http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/624/Graph_color_josu.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Borja Fernandez&lt;br /&gt;
** energy based approaches [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=977273&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28Document+Title%3Agraph+coloring%29] [[media:Borja-EnergyFunction-BasedApproachesToGraphColoring.pdf | Slides ]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_coloreado_de_grafos_2012-03-23&amp;diff=12476</id>
		<title>Jornada GIC coloreado de grafos 2012-03-23</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_coloreado_de_grafos_2012-03-23&amp;diff=12476"/>
		<updated>2012-03-23T14:36:24Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* articulos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;jornada dedicada a articulos &amp;quot;recientes&amp;quot; sobre técnicas de optimización para el coloreado de grafos&lt;br /&gt;
&lt;br /&gt;
== articulos ==&lt;br /&gt;
&lt;br /&gt;
* ALex&lt;br /&gt;
**algoritmo evolutivo con diversidad garantizada [http://www.sciencedirect.com/science/article/pii/S0305054810000286] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_cosmin_evol_graphcol.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Elsa&lt;br /&gt;
**algoritmo paralelo genetico-tabu [http://www.sciencedirect.com/science/article/pii/S0377221708003111] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/434/ElsaColoreadoGrafos.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel&lt;br /&gt;
** aplicaciones en robotica de graph coloring [http://www.sciencedirect.com/science/article/pii/S0377221707009423] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Demange-2009-A%20tutorial%20on%20the%20use%20of%20graph%20coloring%20for%20some%20problems%20in%20robotics-pres.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Darya&lt;br /&gt;
**cartografiado del espacio de busqueda [http://www.sciencedirect.com/science/article/pii/S0305054809001798] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/261/GIC-hiperspectrales-Chyzhyk-2012-03-23.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
* Ramon&lt;br /&gt;
**modified turbulent PSO [http://www.sciencedirect.com/science/article/pii/S0957417410012285] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/coloresPSO.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Israel&lt;br /&gt;
**comparacion de algoritmos para coloreado de grandes grafos [http://www.sciencedirect.com/science/article/pii/S0305054811002425]&lt;br /&gt;
&lt;br /&gt;
* Ana&lt;br /&gt;
**un algoritmo memetico [http://www.sciencedirect.com/science/article/pii/S0377221709005177] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_Lu2010_graph.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
*Miguel&lt;br /&gt;
**improved ant colony [http://www.sciencedirect.com/science/article/pii/S0166218X07001321] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/624/coloreado%20-%20veganzones%20-%202012_03_23.pdf slides]&lt;br /&gt;
&lt;br /&gt;
*Borja Ayerdi&lt;br /&gt;
**reactive tabu search [http://www.sciencedirect.com/science/article/pii/S0305054806001420] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_coloreado_de_grafos.pdf| Slides]&lt;br /&gt;
&lt;br /&gt;
*Josu&lt;br /&gt;
**neural network approach [http://www.sciencedirect.com/science/article/pii/S0377221707008909][http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/624/Graph_color_josu.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Borja Fernandez&lt;br /&gt;
** energy based approaches [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=977273&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28Document+Title%3Agraph+coloring%29] [[media:Borja-EnergyFunction-BasedApproachesToGraphColoring.pdf | Slides ]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_sobre_clasificacion_en_imagenes_hiperspectrales_2012-03-16&amp;diff=12388</id>
		<title>Jornada sobre clasificacion en imagenes hiperspectrales 2012-03-16</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_sobre_clasificacion_en_imagenes_hiperspectrales_2012-03-16&amp;diff=12388"/>
		<updated>2012-03-16T14:59:47Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* distribución de artículos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Segunda jornada de trabajo del proyecto, continuando con temas de clasificación, con un énfasis en revistas del IEEE. Entrada en el groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=613]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== distribución de artículos ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* Elsa Fernandez&lt;br /&gt;
** combining multiple features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/zhang-2012-combining-multiple-features.pdf][[Media:CombiningFeaturesZhang.pdf| Slides]]&lt;br /&gt;
&lt;br /&gt;
* Ion Marques&lt;br /&gt;
** batch active learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/patra-bruzzone-2012-batch-mode-active-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Patra_Bruzzone-2012_p.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Israel Rebollo&lt;br /&gt;
**adaptive artificial inmune network [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/zhong-2012-adapt-artificial-inmune-network.pdf][[media:ABN.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
*Josu Maiora&lt;br /&gt;
** active learning survey [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/202/ActiveLearinigSurvey.pdf] [[media:ActiveLearning.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
* Ramon Moreno&lt;br /&gt;
** spectral-spatial hyperspectral image segmentation [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/li-bioucas-plaza-2012-spectral-spatial-segmentation.pdf][http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/hyperLI.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Miguel Angel Veganzones&lt;br /&gt;
** linear and nonlinear PCA for classification on morphological profiles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/Licciardi-2012-PCA-morph-profiles.pdf] [[Media:Hyper_-_veganzones_-_2012_03_16.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Alexandre Savio&lt;br /&gt;
** parallel box counting [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/tzeng-2012-box-counting.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_tzeng_boxcounting_hyper.pdf slides]&lt;br /&gt;
&lt;br /&gt;
* Darya Chyzhyk&lt;br /&gt;
** genetic fuzzy-rule classifier [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/Stavrakoudis-2012-genetic-fuzzy-rule-based.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/261/GIC-hiperspectrales-Chyzhyk-2012-03-16.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
* Ana Isabel Gonzalez&lt;br /&gt;
** spatial contextual SVM [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/li-2012-spatial-contextual-SVM.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/414/Ana_hyperspec_SVM.pdf | Slides ]&lt;br /&gt;
&lt;br /&gt;
* Borja Ayerdi&lt;br /&gt;
** SVM based fuzzy decision trees [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5976442&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_hiperespectrales2.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
*Maite Termenon&lt;br /&gt;
** cluster based active learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/613/patra-bruzzone-2011-cluster-active-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/262/Termenon_Patra.pdf | Slides]&lt;br /&gt;
&lt;br /&gt;
*Borja Fernandez Gauna&lt;br /&gt;
** multiview active learning [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5724268&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29] [[media:Borja.ActiveLearningViaMultiView.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
* Jose Manuel Lopez&lt;br /&gt;
** semisupervised dimensionality reduction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5609183&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26sortType%3Ddesc_Publication+Year%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28%28hyperspectral%29+AND+classification%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Chen-2011-Semisupervised%20Dimensionality%20Reduction%20Hyperspectral-pres.pdf | Slides]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:CombiningFeaturesZhang.pdf&amp;diff=12386</id>
		<title>Archivo:CombiningFeaturesZhang.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:CombiningFeaturesZhang.pdf&amp;diff=12386"/>
		<updated>2012-03-16T14:58:24Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_fundamentos_pattern_recognition_duda-hart-stork_2012-02-17&amp;diff=12041</id>
		<title>Jornada GIC fundamentos pattern recognition duda-hart-stork 2012-02-17</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_fundamentos_pattern_recognition_duda-hart-stork_2012-02-17&amp;diff=12041"/>
		<updated>2012-02-24T13:21:40Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Distribución de secciones para presentación en la jornada monográfica basada en el libro de duda-hart-stork [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/9/Duda2000_Pattern_Classification.pdf]&lt;br /&gt;
&lt;br /&gt;
* secciones 2.2, 2.3, 2.4, 2.5 -- &amp;gt; Jose Manuel [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Duda-Hart-Stork-2.2-2.3-2.4-2.5-LopezGuede.pdf Slides]&lt;br /&gt;
* secciones 2.6, -- &amp;gt; Josu [[ media: Duda2-6.pdf | Slides]]&lt;br /&gt;
* secciones  2.7, 2.8 --&amp;gt;Ramón [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/duda3-Ramon.pdf Slides]&lt;br /&gt;
* secciones 2.9, 2.10 --&amp;gt; Ion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Duda-Hart--2.9-2.10.pdf Slides]&lt;br /&gt;
* secciones 3.2, 3.3 --&amp;gt; Miguel [[Media:pr-duda-veganzones.pdf | Slides]]&lt;br /&gt;
* secciones 3.4, 3.5 -- &amp;gt; Darya [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/99/GIC-Duda2000-Chyzhyk-2012-02-17.pdf | Slides]&lt;br /&gt;
* secciones 3.6, 3.7 --&amp;gt; Maite [[Media:Termenon_Duda.pdf | Slides]]&lt;br /&gt;
* secciones 3.8, 3.9 --&amp;gt; Borja A. [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_Pattern_Classification.pdf | Slides]&lt;br /&gt;
* secccion 4.3 --&amp;gt; Borja F. [[ media: Borja-Parzen-windows.pdf | Slides]]&lt;br /&gt;
* seccion 9.2  ---&amp;gt; Ana Isabel [[ media: Present_Ana_ch9_Duda.pdf | Review ]]&lt;br /&gt;
* secciones 9.3,9.4 -- &amp;gt; Alex [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_dudahart_sect_93_94.pdf slides]&lt;br /&gt;
* secciones 9.5 --&amp;gt; Israel [[ media: libro.pdf | Slides ]]&lt;br /&gt;
* seccion 9.6 --&amp;gt; Elsa [[ media: ElsaPatternClassification9_6.pdf | Slides]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaPatternClassification9_6.pdf&amp;diff=12039</id>
		<title>Archivo:ElsaPatternClassification9 6.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaPatternClassification9_6.pdf&amp;diff=12039"/>
		<updated>2012-02-24T13:21:16Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_fundamentos_pattern_recognition_duda-hart-stork_2012-02-17&amp;diff=11989</id>
		<title>Jornada GIC fundamentos pattern recognition duda-hart-stork 2012-02-17</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_fundamentos_pattern_recognition_duda-hart-stork_2012-02-17&amp;diff=11989"/>
		<updated>2012-02-17T17:31:27Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Distribución de secciones para presentación en la jornada monográfica basada en el libro de duda-hart-stork [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/9/Duda2000_Pattern_Classification.pdf]&lt;br /&gt;
&lt;br /&gt;
* secciones 2.2, 2.3, 2.4, 2.5 -- &amp;gt; Jose Manuel [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/Duda-Hart-Stork-2.2-2.3-2.4-2.5-LopezGuede.pdf Slides]&lt;br /&gt;
* secciones 2.6, -- &amp;gt; Josu [[ media: Duda2-6.pdf | Slides]]&lt;br /&gt;
* secciones  2.7, 2.8 --&amp;gt;Ramón [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/duda3-Ramon.pdf Slides]&lt;br /&gt;
* secciones 2.9, 2.10 --&amp;gt; Ion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Duda-Hart--2.9-2.10.pdf Slides]&lt;br /&gt;
* secciones 3.2, 3.3 --&amp;gt; Miguel [[Media:pr-duda-veganzones.pdf | Slides]]&lt;br /&gt;
* secciones 3.4, 3.5 -- &amp;gt; Darya [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/99/GIC-Duda2000-Chyzhyk-2012-02-17.pdf | Slides]&lt;br /&gt;
* secciones 3.6, 3.7 --&amp;gt; Maite [[Media:Termenon_Duda.pdf | Slides]]&lt;br /&gt;
* secciones 3.8, 3.9 --&amp;gt; Borja A. [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_Pattern_Classification.pdf | Slides]&lt;br /&gt;
* secccion 4.3 --&amp;gt; Borja F. [[ media: Borja-Parzen-windows.pdf | Slides]]&lt;br /&gt;
* seccion 9.2  ---&amp;gt; Ana Isabel [[ media: Present_Ana_ch9_Duda.pdf | Review ]]&lt;br /&gt;
* secciones 9.3,9.4 -- &amp;gt; Alex [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_dudahart_sect_93_94.pdf slides]&lt;br /&gt;
* secciones 9.5 --&amp;gt; Israel [[ media: libro.pdf | Slides ]]&lt;br /&gt;
* seccion 9.6 --&amp;gt; Elsa [[ media: PatternClassification9_6.pdf | Slides]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:PatternClassification9_6.pdf&amp;diff=11987</id>
		<title>Archivo:PatternClassification9 6.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:PatternClassification9_6.pdf&amp;diff=11987"/>
		<updated>2012-02-17T17:30:35Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_particle_swarm_optimization_2012-02-10&amp;diff=11923</id>
		<title>Jornada GIC particle swarm optimization 2012-02-10</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_particle_swarm_optimization_2012-02-10&amp;diff=11923"/>
		<updated>2012-02-10T14:53:50Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* distribución de artículos */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== objetivo ==&lt;br /&gt;
Particle Swarm Optimizers (PSO) son algoritmos de optimización directamente relacionados con las técnicas de Swarm Intelligence y con los métodos de búsqueda aleatoria basados en poblaciones, algoritmos evolutivos y genéticos. En esta jornada vamos a repasar algunos de los trabajos fundacionales y desarrollos recientes. Una busqueda por el término proporciona cientos de resultados en ieeexplore y otras fuentes, los articulos escogidos son una muestra sesgada hacia IEEE trans. Evol. Comp.&lt;br /&gt;
&lt;br /&gt;
== distribución de artículos ==&lt;br /&gt;
&lt;br /&gt;
* Josu Maiora:  &lt;br /&gt;
** biomedical image registration [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/wachowiak-2004-biomedical-image-registration.pdf][[Media:PSO_Wachowiak.pdf | slides ]]&lt;br /&gt;
* Alexandre Savio: &lt;br /&gt;
** articulos fundacionaesl de  Kennedy [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/clerc-kennedy-2002.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/mendes-kennedy-neves-2004-informed-PSO.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_pso_clerc.pdf slides_clerc] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_informed_particle_swarm_mendes.pdf slides_mendes]&lt;br /&gt;
* Iñigo Barandiaran: &lt;br /&gt;
** interpolation of unorganized feature points [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/xie-2009-interpolating-feature-points-PSO.pdf]&lt;br /&gt;
* Maite Termenon:&lt;br /&gt;
** reconstruct gene networks [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Kentzoglanakis-2012-reconstr-gene-networks.pdf] [[Media:Termenon_Kentzoglanakis.pdf | slides ]]&lt;br /&gt;
* Ana I. Gonzalez: &lt;br /&gt;
** stability analysis [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Kadirkamanathan-2006-stability-analysis-PSO.pdf] [[Media:present_Ana.pdf | review ]]&lt;br /&gt;
* Darya Chyzhyk: &lt;br /&gt;
** PSO for morphological predictors in finance [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/araujo-2010-pso-morphologica-prediction.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/GIC-swarm-Chyzhyk-2012-02-10.pdf | Slides]&lt;br /&gt;
* Ramón Moreno: &lt;br /&gt;
** power dispatch [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Agrawal-2008-MOPSO-power-dispatch.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/swarmRamon.pdf Slides]&lt;br /&gt;
* Elsa Fernandez:&lt;br /&gt;
** ICA weight estimation [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/selvan-2009-ICA-estimation-Lie-group.pdf] [[Media: SelvanIntro.pdf | intro]][[Media: ICAWeightMatrixSelvan.pdf | slides]]&lt;br /&gt;
* Borja Fernandez-Gauna: &lt;br /&gt;
** odor source robot detection [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Jatmiko-2007-robot-odor-source.pdf] [[Media: Borja-PSO-odor-localization.pdf | slides]]&lt;br /&gt;
* Jose Manuel Lopez-Guede: &lt;br /&gt;
** cooperative PSO [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/bergh-2004-cooperative-PSO.pdf] [[Media:Bergh-2004-cooperative-PSO-presentation.pdf | slides]]&lt;br /&gt;
* Borja Ayerdi: &lt;br /&gt;
** biophysical parameter estimation (geoscience&amp;amp;remote sensing) [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/bazi-2007-semisupervised-PSO-SVM-biophysical.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_PSO_Borja_Ayerdi.pdf | slides]&lt;br /&gt;
*Israel Rebollo: &lt;br /&gt;
** stochastic stability analysis [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/fernandez-martinez-2011-stochastic-stability-PSO.pdf][[Media:PSO_stochastic.pdf | slides]]&lt;br /&gt;
* Ion Marques: &lt;br /&gt;
** cancer classification [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Saraswathi-2011-cancer-classification.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/Saraswathi-2011-ICGA-PSO-ELM_p.pdf slides]&lt;br /&gt;
* Andoni Beristain&lt;br /&gt;
** blind source separation with PSO [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/sun-2011-PSO-blind-sources.pdf]&lt;br /&gt;
&lt;br /&gt;
* Miguel A. Veganzones: &lt;br /&gt;
** endmember extraction [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/zhang-2011-endmember-extraction.pdf] [[Media:pso-veganzones-1.pdf | slides]], segmentation of ISAR images [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/park-2010-segm-ISAR.pdf] [[Media:pso-veganzones-2.pdf | slides]]&lt;br /&gt;
* Eider Sanchez:&lt;br /&gt;
** hyperspectral image clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/paoli-2009-hyperspectral-clustering-pso.pdf] tile manufacturing [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/74/Navalertporn-2011-tile-manufacture-PSO.pdf]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:ICAWeightMatrixSelvan.pdf&amp;diff=11921</id>
		<title>Archivo:ICAWeightMatrixSelvan.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:ICAWeightMatrixSelvan.pdf&amp;diff=11921"/>
		<updated>2012-02-10T14:51:47Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SelvanIntro.pdf&amp;diff=11919</id>
		<title>Archivo:SelvanIntro.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SelvanIntro.pdf&amp;diff=11919"/>
		<updated>2012-02-10T14:50:51Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11829</id>
		<title>Jornada GIC random forests 2012-01-27</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11829"/>
		<updated>2012-02-03T11:40:25Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* orden de las presentaciones */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;=objetivo=&lt;br /&gt;
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== orden de las presentaciones ==&lt;br /&gt;
&lt;br /&gt;
* Josu Maiora:  tutorial de Criminisi, clasificiacion y regresion [[Media:Random_Forest_Crim.pdf | slides]]&lt;br /&gt;
* Alexandre Savio:  breiman  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_sinrefs_20120126.pdf slides_sinrefs]&lt;br /&gt;
* Iñigo Barandiaran: Random Subspace method for constructing decision trees [[media:Presetacion-ibarandiaran-2012-01-27.pdf| presentacion]]&lt;br /&gt;
* Maite Termenon: theoretical study [[media:Termenon_Kuncheva_presentation.pdf | Slides]]&lt;br /&gt;
* Ana I. Gonzalez: experimental comparison on ensembles of trees   [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]&lt;br /&gt;
* Darya Chyzhyk: incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]&lt;br /&gt;
* Ramón Moreno: overfitting cautious  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Overfitting2.pdf Slides]&lt;br /&gt;
* Elsa Fernandez: seleccion de variables usando RF [[media: ElsaVariableSelectionGenuer.pdf|Slides]]&lt;br /&gt;
* Borja Fernandez-Gauna: learning areas of expertise  [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]&lt;br /&gt;
* Borja Ayerdi: random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest_4.pdf Slides]&lt;br /&gt;
* Jose Manuel Lopez-Guede: pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf  presentation]&lt;br /&gt;
* Borja Ayerdi: statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest_3.pdf Slides]&lt;br /&gt;
*Israel Rebollo: fuzzy random forests  [[Media:israel_random_forest.pdf | review ]]&lt;br /&gt;
* Ion Marques: ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]&lt;br /&gt;
* Miguel A. Veganzones: rotation forests  [[Media:RotationForest-intro.pdf | intro]] [[Media:RotationForest.pdf | slides]]&lt;br /&gt;
* Ana I. Gonzalez: rotation forest empirical [[Media:Ana_Gonzalez_Zhang2008.pdf | review ]]&lt;br /&gt;
* Josu Maiora: multilabel y heterogeneos [[Media:Random_Forest_EML.pdf | slides]]&lt;br /&gt;
* Eider Sanchez: dynamic ensemble  [[media:Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]&lt;br /&gt;
* Darya Chyzhyk: subspace projections  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-15-2012-01-27.pdf |---Slides], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-16-2012-01-27.pdf |---Slides]&lt;br /&gt;
* Maite Termenon: varianza residual  [[media:Mendez_presentation.pdf | Slides]]&lt;br /&gt;
* Elsa Fernandez: diversidad [[media: ElsaDiversityMeasuresKunchNew.pdf|Slides]], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]&lt;br /&gt;
* Ramón Moreno: aplicaciones  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-CL4.pdf Slides]&lt;br /&gt;
*Jose Manuel Lopez-Guede: data mining  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/verika-2011-data-mining-random-forests-presentacion.pdf  presentation]&lt;br /&gt;
* Alexandre Savio:  comparison  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120126_sinrefs.pdf slides_sinrefs]&lt;br /&gt;
* Eider Sanchez: aplicaciones generales  [[media:Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]&lt;br /&gt;
*Borja Fernandez-Gauna: building by reward-punishment  [[media:Borja-Reduced-reward-punishment.pdf | presentation]]&lt;br /&gt;
* Maite Termenon: streaming random forests [[media:Abdulsalam_presentation.pdf | Slides]]&lt;br /&gt;
* Miguel A. Veganzones: gene functional inference [[Media:GeneFunctionalInference-intro.pdf | intro]] [[Media:GeneFunctionalInference.pdf | slides]]&lt;br /&gt;
* Ion Marques: action detection [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]&lt;br /&gt;
* Alexandre Savio: Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_ting_featuresubspaces_20120126.pdf late slides]&lt;br /&gt;
&lt;br /&gt;
== distribución de articulos a presentar ==&lt;br /&gt;
&lt;br /&gt;
* Ana I. Gonzalez&lt;br /&gt;
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf]   [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]&lt;br /&gt;
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf] [[Media:Ana_Gonzalez_Zhang2008.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Josu Maiora&lt;br /&gt;
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf][[Media:Random_Forest_Crim.pdf | slides]]&lt;br /&gt;
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf][[Media:Random_Forest_EML.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Borja Ayerdi&lt;br /&gt;
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest_4.pdf  Slides ]&lt;br /&gt;
&lt;br /&gt;
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf]  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest_3.pdf  Slides ]&lt;br /&gt;
&lt;br /&gt;
* Iñigo Barandiaran&lt;br /&gt;
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]&lt;br /&gt;
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]&lt;br /&gt;
&lt;br /&gt;
*Borja Fernandez-Gauna&lt;br /&gt;
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf] [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]&lt;br /&gt;
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf] [[media:Borja-Reduced-reward-punishment.pdf | presentation]]&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel Lopez-Guede&lt;br /&gt;
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/verika-2011-data-mining-random-forests-presentacion.pdf  presentation]&lt;br /&gt;
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf  presentation]&lt;br /&gt;
&lt;br /&gt;
*Israel Rebollo&lt;br /&gt;
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Darya Chyzhyk&lt;br /&gt;
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]&lt;br /&gt;
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-15-2012-01-27.pdf |---Slides], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-16-2012-01-27.pdf |---Slides]&lt;br /&gt;
&lt;br /&gt;
* Elsa Fernandez&lt;br /&gt;
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf] [[media: ElsaVariableSelectionGenuer.pdf|Slides]]&lt;br /&gt;
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf] [[media: ElsaDiversityMeasuresKuncheva.pdf|Slides]], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]&lt;br /&gt;
&lt;br /&gt;
* Maite Termenon&lt;br /&gt;
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf] [[media:Mendez_presentation.pdf | Slides]]&lt;br /&gt;
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf] [[media:Abdulsalam_presentation.pdf | Slides]]&lt;br /&gt;
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf] [[media:Termenon_Kuncheva_presentation.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
* Ramón Moreno&lt;br /&gt;
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Overfitting2.pdf Slides]&lt;br /&gt;
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-CL4.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Miguel A. Veganzones&lt;br /&gt;
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf] [[Media:GeneFunctionalInference-intro.pdf | intro]] [[Media:GeneFunctionalInference.pdf | slides]]&lt;br /&gt;
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest-intro.pdf | intro]] [[Media:RotationForest.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Ion Marques&lt;br /&gt;
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]&lt;br /&gt;
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]&lt;br /&gt;
&lt;br /&gt;
* Eider Sanchez&lt;br /&gt;
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf] [[media:2 Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]&lt;br /&gt;
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [[media:1 Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]&lt;br /&gt;
&lt;br /&gt;
* Alexandre Savio: &lt;br /&gt;
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- &amp;gt; no llega [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_ting_featuresubspaces_20120126.pdf late slides]&lt;br /&gt;
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120126_sinrefs.pdf slides_sinrefs]&lt;br /&gt;
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_sinrefs_20120126.pdf slides_sinrefs]&lt;br /&gt;
&lt;br /&gt;
== referencias ==&lt;br /&gt;
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=593]&lt;br /&gt;
&lt;br /&gt;
*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=591]&lt;br /&gt;
&lt;br /&gt;
* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]&lt;br /&gt;
&lt;br /&gt;
* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&amp;amp;tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]&lt;br /&gt;
&lt;br /&gt;
===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===&lt;br /&gt;
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]&lt;br /&gt;
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]&lt;br /&gt;
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]&lt;br /&gt;
&lt;br /&gt;
* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], &lt;br /&gt;
&lt;br /&gt;
* biologicas, medicas  y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5720314&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5779487&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4359054&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4237349&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4118190&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]&lt;br /&gt;
&lt;br /&gt;
* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],&lt;br /&gt;
&lt;br /&gt;
* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5069763&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5742706&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=1396322&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5710029&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4481234&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5740927&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=6077098&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5482156&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5975216&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4603103&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaDiversityMeasuresKunchNew.pdf&amp;diff=11827</id>
		<title>Archivo:ElsaDiversityMeasuresKunchNew.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaDiversityMeasuresKunchNew.pdf&amp;diff=11827"/>
		<updated>2012-02-03T11:39:49Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11561</id>
		<title>Jornada GIC random forests 2012-01-27</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11561"/>
		<updated>2012-01-26T16:21:28Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* distribución de articulos a presentar */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;=objetivo=&lt;br /&gt;
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes &lt;br /&gt;
&lt;br /&gt;
== distribución de articulos a presentar ==&lt;br /&gt;
&lt;br /&gt;
* Ana I. Gonzalez&lt;br /&gt;
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf]   [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]&lt;br /&gt;
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf] [[Media:Ana_Gonzalez_Zhang2008.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Josu Maiora&lt;br /&gt;
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf][[Media:Random_Forest_Crim.pdf | slides]]&lt;br /&gt;
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf][[Media:Random_Forest_EML.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Borja Ayerdi&lt;br /&gt;
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]&lt;br /&gt;
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf]  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf  diap ]&lt;br /&gt;
&lt;br /&gt;
* Iñigo Barandiaran&lt;br /&gt;
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]&lt;br /&gt;
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]&lt;br /&gt;
&lt;br /&gt;
*Borja Fernandez-Gauna&lt;br /&gt;
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf] [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]&lt;br /&gt;
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf] [[media:Borja-Reduced-reward-punishment.pdf | presentation]]&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel Lopez-Guede&lt;br /&gt;
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/verika-2011-data-mining-random-forests-presentacion.pdf  presentation]&lt;br /&gt;
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf  presentation]&lt;br /&gt;
&lt;br /&gt;
*Israel Rebollo&lt;br /&gt;
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Darya Chyzhyk&lt;br /&gt;
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]&lt;br /&gt;
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-15-2012-01-27.pdf |---Slides], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-16-2012-01-27.pdf |---Slides]&lt;br /&gt;
&lt;br /&gt;
* Elsa Fernandez&lt;br /&gt;
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf] [[media: ElsaVariableSelectionGenuer.pdf|Slides]]&lt;br /&gt;
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf] [[media: ElsaDiversityMeasuresKuncheva.pdf|Slides]], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]&lt;br /&gt;
&lt;br /&gt;
* Maite Termenon&lt;br /&gt;
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf] [[media:Termenon_Mendez.pdf | Slides]]&lt;br /&gt;
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf] [[media:Termenon_Abdulsalam_Classification_Using_Streaming_Random_Forests.pdf | Slides]]&lt;br /&gt;
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf] [[media:Termenon_Kuncheva.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
* Ramón Moreno&lt;br /&gt;
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Overfitting2.pdf Slides]&lt;br /&gt;
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classifier2.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Miguel A. Veganzones&lt;br /&gt;
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf] [[Media:GeneFunctionalInference.pdf | slides]]&lt;br /&gt;
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Ion Marques&lt;br /&gt;
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]&lt;br /&gt;
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]&lt;br /&gt;
&lt;br /&gt;
* Eider Sanchez&lt;br /&gt;
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf] [[media:2 Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]&lt;br /&gt;
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [[media:1 Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]&lt;br /&gt;
&lt;br /&gt;
* Alexandre Savio: &lt;br /&gt;
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- &amp;gt; no llega&lt;br /&gt;
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120126_sinrefs.pdf slides_sinrefs]&lt;br /&gt;
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_sinrefs_20120126.pdf slides_sinrefs]&lt;br /&gt;
&lt;br /&gt;
== referencias ==&lt;br /&gt;
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=593]&lt;br /&gt;
&lt;br /&gt;
*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=591]&lt;br /&gt;
&lt;br /&gt;
* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]&lt;br /&gt;
&lt;br /&gt;
* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&amp;amp;tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]&lt;br /&gt;
&lt;br /&gt;
===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===&lt;br /&gt;
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]&lt;br /&gt;
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]&lt;br /&gt;
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]&lt;br /&gt;
&lt;br /&gt;
* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], &lt;br /&gt;
&lt;br /&gt;
* biologicas, medicas  y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5720314&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5779487&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4359054&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4237349&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4118190&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]&lt;br /&gt;
&lt;br /&gt;
* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],&lt;br /&gt;
&lt;br /&gt;
* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5069763&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5742706&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=1396322&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5710029&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4481234&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5740927&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=6077098&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5482156&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5975216&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4603103&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaDiversityMeasuresKuncheva.pdf&amp;diff=11559</id>
		<title>Archivo:ElsaDiversityMeasuresKuncheva.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaDiversityMeasuresKuncheva.pdf&amp;diff=11559"/>
		<updated>2012-01-26T16:20:26Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11545</id>
		<title>Jornada GIC random forests 2012-01-27</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Jornada_GIC_random_forests_2012-01-27&amp;diff=11545"/>
		<updated>2012-01-26T09:46:40Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* distribución de articulos a presentar */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;=objetivo=&lt;br /&gt;
El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes &lt;br /&gt;
&lt;br /&gt;
== distribución de articulos a presentar ==&lt;br /&gt;
&lt;br /&gt;
* Ana I. Gonzalez&lt;br /&gt;
** experimental comparison on ensembles of trees [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/dietterich-2000-exp-comp-ensembles-trees.pdf]   [[Media:Ana_Gonzalez_Dietterich2000.pdf | review ]]&lt;br /&gt;
** rotation forest empirical [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2008-rotation-forest.pdf] [[Media:Ana_Gonzalez_Zhang2008.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Josu Maiora&lt;br /&gt;
** tutorial de Criminisi, clasificiacion y regresion [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf][[Media:Random_Forest_Crim.pdf | slides]]&lt;br /&gt;
** multilabel y heterogeneos [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/tahir-2012-heterogenous-ensemble.pdf][[Media:Random_Forest_EML.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Borja Ayerdi&lt;br /&gt;
** random feature weights [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/maudes-2012-random-feature-weights.pdf]&lt;br /&gt;
** statistical pruning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/lobato-2009-statistical-pruning-ensembles.pdf]  [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/554/sesion_especial_random_forest.pdf  diap ]&lt;br /&gt;
&lt;br /&gt;
* Iñigo Barandiaran&lt;br /&gt;
** tutorial de Criminisi, density, manyfold, semisupervised [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf]&lt;br /&gt;
** prehistoria ?? [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ho-1998-random-subspace-decision-forests.pdf]&lt;br /&gt;
&lt;br /&gt;
*Borja Fernandez-Gauna&lt;br /&gt;
** learning areas of expertise [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kilic-2011-areas-expertise.pdf] [[media:Borja-Learning-the-areas-of-expertise-of-classifiers-in-an-ensemble.pdf | presentation]]&lt;br /&gt;
** building by reward-punishment [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/nanni-2011-reward-punishment.pdf] [[media:Borja-Reduced-reward-punishment.pdf | presentation]]&lt;br /&gt;
&lt;br /&gt;
*Jose Manuel Lopez-Guede&lt;br /&gt;
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/verika-2011-data-mining-random-forests-presentacion.pdf  presentation]&lt;br /&gt;
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/104/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf  presentation]&lt;br /&gt;
&lt;br /&gt;
*Israel Rebollo&lt;br /&gt;
** fuzzy random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/bonissone-2010-fuzzy-RF.pdf] [[Media:Israel_random_forest.pdf | review ]]&lt;br /&gt;
&lt;br /&gt;
* Darya Chyzhyk&lt;br /&gt;
** incremental ensembles [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ulas-2009-incremental-ensembles.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/Jornada-GIC-RandomForests-Chyzhyk-14-2012-01-27.pdf |---Slides]&lt;br /&gt;
** subspace projections [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projections.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/pedrajas-2011-supervised-subspace-projecitnos-misclasified.pdf] &lt;br /&gt;
&lt;br /&gt;
* Elsa Fernandez&lt;br /&gt;
** seleccion de variables usando RF [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/genuer-2010-RF-variable-selection.pdf] [[media: ElsaVariableSelectionGenuer.pdf|Slides]]&lt;br /&gt;
** diversidad [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zouari-2005-diversity-class-ensembles.pdf]&lt;br /&gt;
&lt;br /&gt;
* Maite Termenon&lt;br /&gt;
** varianza residual [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/mendez-2011-residual-variance-RF-regression.pdf] [[media:Termenon_Mendez.pdf | Slides]]&lt;br /&gt;
** streaming random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/abdusalma-2011-streaming-random-forests.pdf] [[media:Termenon_Abdulsalam_Classification_Using_Streaming_Random_Forests.pdf | Slides]]&lt;br /&gt;
** theoretical study [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf] [[media:Termenon_Kuncheva.pdf | Slides]]&lt;br /&gt;
&lt;br /&gt;
* Ramón Moreno&lt;br /&gt;
** overfitting cautious [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/santos-2009-overfitting-cautions-ensemble.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Over.pdf Slides]&lt;br /&gt;
** aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/277/RF-Classsifier.pdf Slides]&lt;br /&gt;
&lt;br /&gt;
* Miguel A. Veganzones&lt;br /&gt;
** gene functional inference [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/cesa-bianchi-2011-gene-funtional-inference.pdf] [[Media:GeneFunctionalInference.pdf | slides]]&lt;br /&gt;
** rotation forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf] [[Media:RotationForest.pdf | slides]]&lt;br /&gt;
&lt;br /&gt;
* Ion Marques&lt;br /&gt;
** ensembles from fuzzy clustering [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/zhang-2010-ensembles-fuzzy-clustering.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/zhang-2010-ensembles-fuzzy-clustering_pr.pdf presentation]&lt;br /&gt;
** action detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/420/yu-2011-action-detection-FR-topK_pr.pdf presentation]&lt;br /&gt;
&lt;br /&gt;
* Eider Sanchez&lt;br /&gt;
** dynamic ensemble [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ko-2008-dynamic-ensemble.pdf] [[media:2 Eider FromDynamicClassifierSelectionToDynamicEnsembleSelection.pdf|presentacion dynamic]]&lt;br /&gt;
** aplicaciones generales [http://www.sciencedirect.com/science/article/pii/S1566253507000620] [[media:1 Eider ClassifierEnsembles SelectRealWorldApplications.pdf|presentacion aplicaciones]]&lt;br /&gt;
&lt;br /&gt;
* Alexandre Savio: &lt;br /&gt;
**Ting Agregacion de subespacios de features [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/ting-2011-feature-subspace-aggregating.pdf] -- &amp;gt; no llega&lt;br /&gt;
** comparison [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/banfield-2007-comparison.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_banfield_comparison_rf_20120125.pdf slides]&lt;br /&gt;
** breiman [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-2001-random-forests.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_breiman_random_forests_20120125.pdf slides]&lt;br /&gt;
&lt;br /&gt;
== referencias ==&lt;br /&gt;
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=593]&lt;br /&gt;
&lt;br /&gt;
*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=591]&lt;br /&gt;
&lt;br /&gt;
* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/]&lt;br /&gt;
&lt;br /&gt;
* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&amp;amp;tag=1], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0730725X09003130]&lt;br /&gt;
&lt;br /&gt;
===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]===&lt;br /&gt;
* analisis de accidentes [http://www.sciencedirect.com/science/article/pii/S0001457508001887]&lt;br /&gt;
* ingenieria mecanica [http://www.sciencedirect.com/science/article/pii/S187770581105209X]&lt;br /&gt;
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]&lt;br /&gt;
&lt;br /&gt;
* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], &lt;br /&gt;
&lt;br /&gt;
* biologicas, medicas  y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4432283&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5720314&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? [http://www.sciencedirect.com/science/article/pii/S0167865506002650], celulas [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5779487&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], ultrasonidos [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4359054&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], mental fatigue [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4237349&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], cornea [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4118190&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]&lt;br /&gt;
&lt;br /&gt;
* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],&lt;br /&gt;
&lt;br /&gt;
* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828], [http://www.sciencedirect.com/science/article/pii/S0010482506001363], [http://www.sciencedirect.com/science/article/pii/S1053811912000729?v=s5], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5069763&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5405643&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], brain extraction [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5742706&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X], hypespectral data [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=1396322&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5710029&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], SAR [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4481234&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D2%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034], signature [http://www.sciencedirect.com/science/article/pii/S092523120500127X], objetos y acciones [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5740927&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5730498&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=6077098&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], visual concept [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5482156&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D3%26searchField%3DSearch+All%26queryText%3D%28random+forests%29], face and action [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=5975216&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26pageNumber%3D4%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;br /&gt;
&lt;br /&gt;
* intrusion detection [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&amp;amp;arnumber=4603103&amp;amp;refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaVariableSelectionGenuer.pdf&amp;diff=11543</id>
		<title>Archivo:ElsaVariableSelectionGenuer.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:ElsaVariableSelectionGenuer.pdf&amp;diff=11543"/>
		<updated>2012-01-26T09:45:27Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Reunion-micinn-imagenes-medicas-11-01-2012&amp;diff=10959</id>
		<title>Reunion-micinn-imagenes-medicas-11-01-2012</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Reunion-micinn-imagenes-medicas-11-01-2012&amp;diff=10959"/>
		<updated>2012-01-11T11:53:54Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== slides de resultados obtenidos en 2011 y esperados en 2012==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* [[Media:ReunionMICINN-2012_01_11_termenon.pdf | Maite Termenon]]&lt;br /&gt;
* [[Media:MICINN_Chyzhyk_presentation_4_11-01-2012.pdf | Informe de Darya Chyzhyk]]&lt;br /&gt;
* [[Media:Borja-MICINN-2011-01-11.pdf | Borja Fdez. Gauna]]&lt;br /&gt;
* [[Media:MICCIN_2012-1-11_josu.pdf | Josu Maiora]]&lt;br /&gt;
* [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/328/alexsavio_micinn_2012_reunion_20120111.pdf Alexandre Savio]&lt;br /&gt;
* [[Media:InformeElsaMICINN.pdf | Elsa Fernández]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:InformeElsaMICINN.pdf&amp;diff=10957</id>
		<title>Archivo:InformeElsaMICINN.pdf</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:InformeElsaMICINN.pdf&amp;diff=10957"/>
		<updated>2012-01-11T11:52:33Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Miembros&amp;diff=10555</id>
		<title>Miembros</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Miembros&amp;diff=10555"/>
		<updated>2011-11-16T11:04:03Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* Grupos y personas con las que el grupo mantiene contacto */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Profesorado UPV/EHU==&lt;br /&gt;
&lt;br /&gt;
*[[usuario:fx.albizuri | Albizuri, Xabier]]&lt;br /&gt;
*[[usuario:Blancarosa.Cases | Cases, Blanca Rosa]]&lt;br /&gt;
*[[usuario:Alicia.danjou | D'Anjou, Alicia]]&lt;br /&gt;
*[[usuario:Elsa.Fernandez | Fernández, Elsa]]&lt;br /&gt;
*[[usuario:Bortx | Fernandez, Borja]]&lt;br /&gt;
*[[usuario:josune.gallego | Gallego, Josune]]&lt;br /&gt;
*[[usuario:AI.Gonzalez | González, Ana Isabel]]&lt;br /&gt;
*[[usuario:pablo.gonzalez | González Nalda, Pablo]]&lt;br /&gt;
*[[usuario:manuel.grana | Graña, Manuel]]&lt;br /&gt;
*[[usuario:mamen.hernandez | Hernández, Mª Carmen]]&lt;br /&gt;
*[[usuario:Eloy.irigoyen| Irigoyen, Eloy]]&lt;br /&gt;
*[[usuario:joseluis.jimenez | Jiménez, José Luis]]&lt;br /&gt;
*[[usuario:juantonio.jimenezdevicuna | Jiménez de Vicuña, Juan Antonio]]&lt;br /&gt;
*[[usuario:Eskarne.laizola | Laizola, Eskarne]]&lt;br /&gt;
*[[usuario:ispoplek | López de Ipiña, Karmele]]&lt;br /&gt;
*[[usuario:jm.lopez | López Guede, José Manuel]]&lt;br /&gt;
*[[usuario:jmaiora | Maiora Oria, Josu]]&lt;br /&gt;
*[[usuario:mariaeugenia.martinez | Martínez, Maria Eugenia]]&lt;br /&gt;
*[[usuario:jibmomoa | Moujahid, Abdelmalik]]&lt;br /&gt;
*[[usuario:Ekaitz.Zulueta | Zulueta, Ekaitz]]&lt;br /&gt;
&lt;br /&gt;
== Jubilados ==&lt;br /&gt;
*[[usuario:Fernando.Ferreres | Ferreres, Fernando]]&lt;br /&gt;
*[[usuario:Francisco.torrealdea | Torrealdea, Francisco Javier]]&lt;br /&gt;
&lt;br /&gt;
==Doctorandos==&lt;br /&gt;
&lt;br /&gt;
*[[usuario:pablo.ayala | Ayala, Pablo]]&lt;br /&gt;
*[[usuario:Flavio.banterla | Banterla, Flavio]]&lt;br /&gt;
*[[usuario:ibarandiaran | Barandiarán, Iñigo]]&lt;br /&gt;
*[[usuario:daria.chizhik | Chyzhyk, Darya]]&lt;br /&gt;
*[[usuario:josu.larranaga | Larrañaga, Josu]]&lt;br /&gt;
*[[Macia, Ivan ]]&lt;br /&gt;
*[[usuario:ion.marques | Marqués, Ion]]&lt;br /&gt;
*[[Ramón Moreno Jiménez | Moreno Jiménez, Ramón]]&lt;br /&gt;
*[[usuario:mikel.pajares | Pajares, Mikel]]&lt;br /&gt;
*[[usuario:i.rebollo | Rebollo, Israel]]&lt;br /&gt;
*[[usuario:Alexsavio | Savio, Alexandre]]&lt;br /&gt;
*[[usuario:mai.termenon | Termenón, Maite]]&lt;br /&gt;
*[[usuario:maveganzones | Veganzones, Miguel Ángel]]&lt;br /&gt;
*[[usuario:David.vicente | Vicente, David]]&lt;br /&gt;
* Larrea, Mikel&lt;br /&gt;
* Martínez, Raquel&lt;br /&gt;
*[[usuario:Borja.ayerdi | Borja Ayerdi]]&lt;br /&gt;
&lt;br /&gt;
==Doctores egresados que no son profesores de la UPV/EHU==&lt;br /&gt;
&lt;br /&gt;
*[http://www.cvc.uab.es/personal2.asp?id=287  Bogdan Raducanu]&lt;br /&gt;
*[[usuario:orlmaldonado | Maldonado, Orlando]] actualmente en la Universidad de Pamplona en Colombia&lt;br /&gt;
* Imanol Echave, trabaja en RSI internacional con sede en Paris.&lt;br /&gt;
*[[usuario:Andoni.beristain | Beristain, Andoni]] actualmente en Vicomtech&lt;br /&gt;
*[[usuario:zechegoyen | Echegoyen, Zelmar]] actualmente en Tecnalia.&lt;br /&gt;
*[[usuario:Ctoro | Toro, Carlos]] en Vicomtech&lt;br /&gt;
*[[usuario:maitelasarte | García-Sebastián, Maite]] &lt;br /&gt;
*[[usuario:ivan.villaverde | Villaverde, Ivan]], actualmente en Tecnalia.&lt;br /&gt;
&lt;br /&gt;
==Grupos y personas con las que el grupo mantiene contacto==&lt;br /&gt;
&lt;br /&gt;
* Amparo Alonso Betanzos [http://aliana.dc.fi.udc.es/www-lidia/]&lt;br /&gt;
&lt;br /&gt;
* [http://bisite.usal.es/ Biomedicina, Sistemas Informáticos Inteligentes y Tecnología Educativa (BISITE)]&lt;br /&gt;
** Juan Corchado&lt;br /&gt;
* [http://gti.upf.edu/catala/equip/00index_html Josep Blat]&lt;br /&gt;
&lt;br /&gt;
* [http://www.icm.csic.es/ Instituto de Ciencias del Mar, CSIC]&lt;br /&gt;
** Emilio R. García Ladona&lt;br /&gt;
* Maria Gabriela Chotro&lt;br /&gt;
&lt;br /&gt;
* [http://www.cvc.uab.es/ Computer Vision Center]&lt;br /&gt;
** Bogdan Raducanu&lt;br /&gt;
** Juan J. Villanueva&lt;br /&gt;
** [http://www.cvc.uab.es/personal2.asp?id=76 Jordi Vitriá]&lt;br /&gt;
&lt;br /&gt;
* Javie de Lope Asian, UPM, [http://www.dia.fi.upm.es/~jdlope/publications.html]&lt;br /&gt;
* [http://www2.ubu.es/gicap/ Emilio Corchado]&lt;br /&gt;
&lt;br /&gt;
* [http://home.utad.pt/~floresta Departamento Florestal - Universidade de Trás-os-Montes e Alto Douro]&lt;br /&gt;
** Domingos Lopes&lt;br /&gt;
** Leonia Nunes&lt;br /&gt;
* Depto. Tecnología Informática y Computación, Universidad de Alicante&lt;br /&gt;
** [http://www.dtic.ua.es/~jgarcia José García]&lt;br /&gt;
* [http://www.gii.udc.es Grupo Integrado de Ingeniería, Universidad de A Coruña]&lt;br /&gt;
** Richard J. Duro&lt;br /&gt;
&lt;br /&gt;
*INSTEC [http://www.instec.cu/]&lt;br /&gt;
* [http://gici.uab.es/index.html Group of Interactive Coding of Images]&lt;br /&gt;
** Joan Serra&lt;br /&gt;
* [http://www.ucm.es/info/QCAFCAII/grupos%20de%20investigacion.htm Instituto de Estudios Biofuncionales UCM]&lt;br /&gt;
** Manuel Cortijo&lt;br /&gt;
** Jesús Ruíz-Cabello&lt;br /&gt;
* [http://www.innovaevision.com/ Innovae Vision]&lt;br /&gt;
* [http://iiu.teikav.edu.gr/users/vgkabs Vassilis G. Kaburlasos]&lt;br /&gt;
&lt;br /&gt;
*KES International, Robert Howlett [http://www.rjhowlett.co.uk/]&lt;br /&gt;
* Li-Wei Kuo, National Health Research Institutes, Taiwan &lt;br /&gt;
&lt;br /&gt;
* [http://www.fmri.uji.es/ Laboratorio de Neuroimagen funcional UJI] [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=408 en el groupware]&lt;br /&gt;
** Cesar Avila&lt;br /&gt;
** Alfonso Roberto Barrós Loscertales&lt;br /&gt;
&lt;br /&gt;
* Amaury Lendasse&lt;br /&gt;
* [http://www2.hud.ac.uk/staffprofiles/staffcv.php?staffid=67 Joan Lu]&lt;br /&gt;
* [http://www.umbc.edu/rssipl/people/aplaza/ Antonio Plaza] [http://www.unex.es/investigacion/grupos/hypercomp Grupo Hypercomp, Universidad de Extremadura]&lt;br /&gt;
* [http://www3.uji.es/~pobil/ Angel P. del Pobil]&lt;br /&gt;
* [http://atc.ugr.es/~aprieto/ Alberto Prieto]&lt;br /&gt;
* [http://www.upriss.org.uk/top/research.html Uta Priss]&lt;br /&gt;
* [http://www.ccd.uab.es/~josep/ Josep Rifá]&lt;br /&gt;
* [http://www.cise.ufl.edu/~ritter/ Gerhard X. Ritter]&lt;br /&gt;
*[http://samos.univ-paris1.fr/spip/ SAMOS Universite Paris 1]&lt;br /&gt;
** [http://samos.univ-paris1.fr/spip/COTTRELL-Marie?var_recherche=marie%20cottrell Marie Cottrell]&lt;br /&gt;
* [http://www.multimag.es/grupo_UNED_02_detalle.php?User_Session=3a15fe34e375c95cf069c8aafd4948d7 Manuel Sebastian, Grupo de Investigación en Envejecimiento y Enfermedades Neurodegenerativas.UNED.]&lt;br /&gt;
* Ann K. Shinn [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=406 sobre los datos]&lt;br /&gt;
* [http://www.ime.unicamp.br/~sussner/ Peter Sussner]&lt;br /&gt;
* Harri Valpola&lt;br /&gt;
* [http://www.dice.ucl.ac.be/~verleyse/ Michael Verleysen]&lt;br /&gt;
*P.P. Wang, Duke University, Prof. emeritus&lt;br /&gt;
&lt;br /&gt;
==Visitantes==&lt;br /&gt;
; Provenientes del [http://www.isbs.fr/ ISBS] de la Universidad Paris XII&lt;br /&gt;
&lt;br /&gt;
* Mayo-Julio 2008: Jean Luc Lor, Charlotte Rosak [[lor-rosak-working-page|Working page]] sus cosas en el groupware están en[http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=137]  Cosas de skull stripping [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=124&amp;amp;query=skull%2Bstripping]&lt;br /&gt;
* Mayo-Julio 2010: Juliette Charpentier, trabajando sobre imagen de resonancia magnética de difusión DTI&lt;br /&gt;
&lt;br /&gt;
==Redes de las que el grupo es miembro==&lt;br /&gt;
* [http://www.redaf.es/ Red de Agentes Físicos] (Miembro del GIC de contacto con la red: José Manuel López Guede)&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Miembros&amp;diff=10553</id>
		<title>Miembros</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Miembros&amp;diff=10553"/>
		<updated>2011-11-16T11:02:07Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* Grupos y personas con las que el grupo mantiene contacto */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Profesorado UPV/EHU==&lt;br /&gt;
&lt;br /&gt;
*[[usuario:fx.albizuri | Albizuri, Xabier]]&lt;br /&gt;
*[[usuario:Blancarosa.Cases | Cases, Blanca Rosa]]&lt;br /&gt;
*[[usuario:Alicia.danjou | D'Anjou, Alicia]]&lt;br /&gt;
*[[usuario:Elsa.Fernandez | Fernández, Elsa]]&lt;br /&gt;
*[[usuario:Bortx | Fernandez, Borja]]&lt;br /&gt;
*[[usuario:josune.gallego | Gallego, Josune]]&lt;br /&gt;
*[[usuario:AI.Gonzalez | González, Ana Isabel]]&lt;br /&gt;
*[[usuario:pablo.gonzalez | González Nalda, Pablo]]&lt;br /&gt;
*[[usuario:manuel.grana | Graña, Manuel]]&lt;br /&gt;
*[[usuario:mamen.hernandez | Hernández, Mª Carmen]]&lt;br /&gt;
*[[usuario:Eloy.irigoyen| Irigoyen, Eloy]]&lt;br /&gt;
*[[usuario:joseluis.jimenez | Jiménez, José Luis]]&lt;br /&gt;
*[[usuario:juantonio.jimenezdevicuna | Jiménez de Vicuña, Juan Antonio]]&lt;br /&gt;
*[[usuario:Eskarne.laizola | Laizola, Eskarne]]&lt;br /&gt;
*[[usuario:ispoplek | López de Ipiña, Karmele]]&lt;br /&gt;
*[[usuario:jm.lopez | López Guede, José Manuel]]&lt;br /&gt;
*[[usuario:jmaiora | Maiora Oria, Josu]]&lt;br /&gt;
*[[usuario:mariaeugenia.martinez | Martínez, Maria Eugenia]]&lt;br /&gt;
*[[usuario:jibmomoa | Moujahid, Abdelmalik]]&lt;br /&gt;
*[[usuario:Ekaitz.Zulueta | Zulueta, Ekaitz]]&lt;br /&gt;
&lt;br /&gt;
== Jubilados ==&lt;br /&gt;
*[[usuario:Fernando.Ferreres | Ferreres, Fernando]]&lt;br /&gt;
*[[usuario:Francisco.torrealdea | Torrealdea, Francisco Javier]]&lt;br /&gt;
&lt;br /&gt;
==Doctorandos==&lt;br /&gt;
&lt;br /&gt;
*[[usuario:pablo.ayala | Ayala, Pablo]]&lt;br /&gt;
*[[usuario:Flavio.banterla | Banterla, Flavio]]&lt;br /&gt;
*[[usuario:ibarandiaran | Barandiarán, Iñigo]]&lt;br /&gt;
*[[usuario:daria.chizhik | Chyzhyk, Darya]]&lt;br /&gt;
*[[usuario:josu.larranaga | Larrañaga, Josu]]&lt;br /&gt;
*[[Macia, Ivan ]]&lt;br /&gt;
*[[usuario:ion.marques | Marqués, Ion]]&lt;br /&gt;
*[[Ramón Moreno Jiménez | Moreno Jiménez, Ramón]]&lt;br /&gt;
*[[usuario:mikel.pajares | Pajares, Mikel]]&lt;br /&gt;
*[[usuario:i.rebollo | Rebollo, Israel]]&lt;br /&gt;
*[[usuario:Alexsavio | Savio, Alexandre]]&lt;br /&gt;
*[[usuario:mai.termenon | Termenón, Maite]]&lt;br /&gt;
*[[usuario:maveganzones | Veganzones, Miguel Ángel]]&lt;br /&gt;
*[[usuario:David.vicente | Vicente, David]]&lt;br /&gt;
* Larrea, Mikel&lt;br /&gt;
* Martínez, Raquel&lt;br /&gt;
*[[usuario:Borja.ayerdi | Borja Ayerdi]]&lt;br /&gt;
&lt;br /&gt;
==Doctores egresados que no son profesores de la UPV/EHU==&lt;br /&gt;
&lt;br /&gt;
*[http://www.cvc.uab.es/personal2.asp?id=287  Bogdan Raducanu]&lt;br /&gt;
*[[usuario:orlmaldonado | Maldonado, Orlando]] actualmente en la Universidad de Pamplona en Colombia&lt;br /&gt;
* Imanol Echave, trabaja en RSI internacional con sede en Paris.&lt;br /&gt;
*[[usuario:Andoni.beristain | Beristain, Andoni]] actualmente en Vicomtech&lt;br /&gt;
*[[usuario:zechegoyen | Echegoyen, Zelmar]] actualmente en Tecnalia.&lt;br /&gt;
*[[usuario:Ctoro | Toro, Carlos]] en Vicomtech&lt;br /&gt;
*[[usuario:maitelasarte | García-Sebastián, Maite]] &lt;br /&gt;
*[[usuario:ivan.villaverde | Villaverde, Ivan]], actualmente en Tecnalia.&lt;br /&gt;
&lt;br /&gt;
==Grupos y personas con las que el grupo mantiene contacto==&lt;br /&gt;
&lt;br /&gt;
* Amparo Alonso Betanzos [http://aliana.dc.fi.udc.es/www-lidia/]&lt;br /&gt;
&lt;br /&gt;
* [http://bisite.usal.es/ Biomedicina, Sistemas Informáticos Inteligentes y Tecnología Educativa (BISITE)]&lt;br /&gt;
** Juan Corchado&lt;br /&gt;
* [http://gti.upf.edu/catala/equip/00index_html Josep Blat]&lt;br /&gt;
&lt;br /&gt;
* [http://www.icm.csic.es/ Instituto de Ciencias del Mar, CSIC]&lt;br /&gt;
** Emilio R. García Ladona&lt;br /&gt;
* Maria Gabriela Chotro&lt;br /&gt;
&lt;br /&gt;
* [http://www.cvc.uab.es/ Computer Vision Center]&lt;br /&gt;
** Bogdan Raducanu&lt;br /&gt;
** Juan J. Villanueva&lt;br /&gt;
** [http://www.cvc.uab.es/personal2.asp?id=76 Jordi Vitriá]&lt;br /&gt;
&lt;br /&gt;
* Javie de Lope Asian, UPM, [http://www.dia.fi.upm.es/~jdlope/publications.html]&lt;br /&gt;
* [http://www2.ubu.es/gicap/ Emilio Corchado]&lt;br /&gt;
&lt;br /&gt;
* [http://home.utad.pt/~floresta Departamento Florestal - Universidade de Trás-os-Montes e Alto Douro]&lt;br /&gt;
** Domingos Lopes&lt;br /&gt;
** Leonia Nunes&lt;br /&gt;
* Depto. Tecnología Informática y Computación, Universidad de Alicante&lt;br /&gt;
** [http://www.dtic.ua.es/~jgarcia José García]&lt;br /&gt;
* [http://www.gii.udc.es Grupo Integrado de Ingeniería, Universidad de A Coruña]&lt;br /&gt;
** Richard J. Duro&lt;br /&gt;
&lt;br /&gt;
*INSTEC [http://www.instec.cu/]&lt;br /&gt;
* [http://gici.uab.es/index.html Group of Interactive Coding of Images]&lt;br /&gt;
** Joan Serra&lt;br /&gt;
* [http://www.ucm.es/info/QCAFCAII/grupos%20de%20investigacion.htm Instituto de Estudios Biofuncionales UCM]&lt;br /&gt;
** Manuel Cortijo&lt;br /&gt;
** Jesús Ruíz-Cabello&lt;br /&gt;
* [http://www.innovaevision.com/ Innovae Vision]&lt;br /&gt;
* [http://iiu.teikav.edu.gr/users/vgkabs Vassilis G. Kaburlasos]&lt;br /&gt;
&lt;br /&gt;
*KES International, Robert Howlett [http://www.rjhowlett.co.uk/]&lt;br /&gt;
* Li-Wei Kuo, National Health Research Institutes, Taiwan &lt;br /&gt;
&lt;br /&gt;
* [http://www.fmri.uji.es/ Laboratorio de Neuroimagen funcional UJI] [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=408 en el groupware]&lt;br /&gt;
** Cesar Avila&lt;br /&gt;
** Alfonso Roberto Barrós Loscertales&lt;br /&gt;
&lt;br /&gt;
* Amaury Lendasse&lt;br /&gt;
* [http://www2.hud.ac.uk/staffprofiles/staffcv.php?staffid=67 Joan Lu]&lt;br /&gt;
* [http://www.umbc.edu/rssipl/people/aplaza/ Antonio Plaza] [http://www.unex.es/investigacion/grupos/hypercomp Grupo Hypercomp, Universidad de Extremadura]&lt;br /&gt;
* [http://www3.uji.es/~pobil/ Angel P. del Pobil]&lt;br /&gt;
* [http://atc.ugr.es/~aprieto/ Alberto Prieto]&lt;br /&gt;
* [http://www.upriss.org.uk/top/research.html Uta Priss]&lt;br /&gt;
* [http://www.ccd.uab.es/~josep/ Josep Rifá]&lt;br /&gt;
* [http://www.cise.ufl.edu/~ritter/ Gerhard X. Ritter]&lt;br /&gt;
*[http://samos.univ-paris1.fr/spip/ SAMOS Universite Paris 1]&lt;br /&gt;
** [http://samos.univ-paris1.fr/spip/COTTRELL-Marie?var_recherche=marie%20cottrell Marie Cottrell]&lt;br /&gt;
* [http://www.multimag.es/grupo_UNED_02_detalle.php?User_Session=3a15fe34e375c95cf069c8aafd4948d7 Manuel Sebastian]&lt;br /&gt;
* Ann K. Shinn [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=406 sobre los datos]&lt;br /&gt;
* [http://www.ime.unicamp.br/~sussner/ Peter Sussner]&lt;br /&gt;
* Harri Valpola&lt;br /&gt;
* [http://www.dice.ucl.ac.be/~verleyse/ Michael Verleysen]&lt;br /&gt;
*P.P. Wang, Duke University, Prof. emeritus&lt;br /&gt;
&lt;br /&gt;
==Visitantes==&lt;br /&gt;
; Provenientes del [http://www.isbs.fr/ ISBS] de la Universidad Paris XII&lt;br /&gt;
&lt;br /&gt;
* Mayo-Julio 2008: Jean Luc Lor, Charlotte Rosak [[lor-rosak-working-page|Working page]] sus cosas en el groupware están en[http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=137]  Cosas de skull stripping [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=124&amp;amp;query=skull%2Bstripping]&lt;br /&gt;
* Mayo-Julio 2010: Juliette Charpentier, trabajando sobre imagen de resonancia magnética de difusión DTI&lt;br /&gt;
&lt;br /&gt;
==Redes de las que el grupo es miembro==&lt;br /&gt;
* [http://www.redaf.es/ Red de Agentes Físicos] (Miembro del GIC de contacto con la red: José Manuel López Guede)&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10539</id>
		<title>10-12-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10539"/>
		<updated>2011-11-14T19:03:40Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;* Videos [http://www.youtube.com/playlist?list=PL9FE5B5D2AB7B8FFA&amp;amp;feature=viewall]&lt;br /&gt;
* Fotos [https://picasaweb.google.com/e.fdezgo/SemanaCiencia11?authuser=0&amp;amp;authkey=Gv1sRgCPzE_YDBtf6tiQE&amp;amp;feat=directlink]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10537</id>
		<title>10-12-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10537"/>
		<updated>2011-11-14T19:03:18Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
Videos [http://www.youtube.com/playlist?list=PL9FE5B5D2AB7B8FFA&amp;amp;feature=viewall]&lt;br /&gt;
Fotos [https://picasaweb.google.com/e.fdezgo/SemanaCiencia11?authuser=0&amp;amp;authkey=Gv1sRgCPzE_YDBtf6tiQE&amp;amp;feat=directlink]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10535</id>
		<title>10-12-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=10-12-11-2011&amp;diff=10535"/>
		<updated>2011-11-14T17:57:11Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;http://www.youtube.com/playlist?list=PL9FE5B5D2AB7B8FFA&amp;amp;feature=viewall&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Actividades_de_difusi%C3%B3n_de_la_ciencia_y_la_tecnolog%C3%AD%C2%ADa&amp;diff=10533</id>
		<title>Actividades de difusión de la ciencia y la tecnologí­a</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Actividades_de_difusi%C3%B3n_de_la_ciencia_y_la_tecnolog%C3%AD%C2%ADa&amp;diff=10533"/>
		<updated>2011-11-14T17:01:16Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* Actividades de Divulgación científica */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Edición de revistas ==&lt;br /&gt;
&lt;br /&gt;
===Miembro de comite editorial ===&lt;br /&gt;
&lt;br /&gt;
* Manuel Graña&lt;br /&gt;
** Journal of Mathematical Imaging and Vision, (Ed. Springer Verlag)&lt;br /&gt;
&lt;br /&gt;
=== [[journal-reviews | Review de artículos para revistas]] ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Organización de congresos ==&lt;br /&gt;
&lt;br /&gt;
=== Congresos internacionales ===&lt;br /&gt;
* Special session on Hibrid Computational Intelligence and Lattice computing for image and signal processing, HAIS 2012, Salamanca, Spain [http://hais.usal.es/]&lt;br /&gt;
&lt;br /&gt;
*[http://kes2012.kesinternational.org/ KES 2012 16th International Conference on Knowledge-Based and Intelligent Information &amp;amp; Engineering Systems]&lt;br /&gt;
&lt;br /&gt;
* [http://hais.pwr.wroc.pl/ss10.htm HAIS 2011 Special Session on HYBRID INTELLIGENT APPROACHES IN COOPERATIVE MULTI-ROBOT SYSTEMS]&lt;br /&gt;
&lt;br /&gt;
* [[KES 2011 Recent trends in Knowledge Engineering, Smart Systems and their applications, C. Sanin, C. Toro]]&lt;br /&gt;
&lt;br /&gt;
* [http://www.ehu.es/ccwintco/hais2010/ HAIS 2010] &lt;br /&gt;
** [[HAIS2010 | Detailed program and slides]]&lt;br /&gt;
** [http://www.ehu.es/ccwintco/index.php/HAIS-2010-press-releases Press releases]&lt;br /&gt;
&lt;br /&gt;
* [http://paams.usal.es/index.php?option=com_content&amp;amp;task=view&amp;amp;id=26&amp;amp;Itemid=32 Systems, Man, &amp;amp; Cybernetics Workshop. : SMC-Workshop.-IEEE.-SPANISH CHAPTER]&lt;br /&gt;
&lt;br /&gt;
* [http://gicap.ubu.es/ideal2009/spsessions/spsessionslist.shtml IDEAL 2009 special session on Intelligent Computational Techniques in Medical Image Processing]&lt;br /&gt;
&lt;br /&gt;
*[[IWINAC2009-multirobot | IWINAC special session on Bio-inspired computation in cooperative multi-robot systems]]&lt;br /&gt;
&lt;br /&gt;
* [[KES2009|Special sessions KES 2009]]&lt;br /&gt;
&lt;br /&gt;
*6th International Conference on Photonics, Networking and Computing, 11th JCIS, [http://www.jcis.org.cn/tracks.html]&lt;br /&gt;
&lt;br /&gt;
* CLA2008 Workshop on Lattice Based Modelling [[http://iiu.teikav.edu.gr/users/vgkabs/CLA2008.htm]], los artículos están en [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=163]&lt;br /&gt;
&lt;br /&gt;
*[[HAIS2008-multirobot | HAIS 2008 special session on Hybrid Intelligent Systems for Multi-robot and multi-agent systems]]&lt;br /&gt;
&lt;br /&gt;
* [[ICONIP 2008 Special Session | ICONIP 2008 Special Session on Neural Information Processing in Cooperative Multi-Robot Systems]]&lt;br /&gt;
&lt;br /&gt;
* [[KES2008|Special sessions KES 2008]]&lt;br /&gt;
&lt;br /&gt;
* 9th International Work-Conference on Artificial Neural Networks (IWANN'2007) - Computational and Ambient Intelligence [http://iwann2005.ugr.es/2007/index.html]&lt;br /&gt;
&lt;br /&gt;
* [[media:JCIS2005.zip | Joint Conference on Information Sciences 2005, Salt Lake City, July 2005]]&lt;br /&gt;
&lt;br /&gt;
=== Congresos nacionales y locales ===&lt;br /&gt;
&lt;br /&gt;
* [[2-9-10-11-december-2009|Workshop on Computational Intelligence Trends and Methologies]]&lt;br /&gt;
&lt;br /&gt;
* [[jic09|Terceras Jornadas de Inteligencia Computacional (JIC'09)]]&lt;br /&gt;
&lt;br /&gt;
*[[Vicomtech-GIC-workshop-09-05-27| Workshop on Knowledge Engineering, Visualization and Interaction in Computer Aided Design and other Industrial Applications]]&lt;br /&gt;
&lt;br /&gt;
* [[jic08|Segundas Jornadas de Inteligencia Computacional (JIC'08)]]&lt;br /&gt;
&lt;br /&gt;
* [[jic07|Primeras Jornadas de Inteligencia Computacional (JIC'07)]]&lt;br /&gt;
&lt;br /&gt;
=== [[participacion-comites-de-programa | Participación en comités de programa]] ===&lt;br /&gt;
&lt;br /&gt;
==Conferencias y charlas ==&lt;br /&gt;
; Pedro Alberto González &lt;br /&gt;
: PRIVACIDAD Y SEGURIDAD DE LA INFORMACIÓN&lt;br /&gt;
: Agencia Vasca de Protección de Datos&lt;br /&gt;
: Día 17 de junio, martes, a las 16:00 horas , Lugar: sala de juntas, facultad de informática&lt;br /&gt;
&lt;br /&gt;
; Manuel Graña&lt;br /&gt;
: Lattice Computing: Computational Intelligence based on Lattice Theory&lt;br /&gt;
: University of Hong Kong, Invited Talk at the Computer Science Department, June 5, 2008&lt;br /&gt;
&lt;br /&gt;
; Dominik Maximilián Ramík&lt;br /&gt;
: A Real-time Approach to Humanoid Robot Learning of Objects through Visual Saliency [[media:DOMINIK.zip |(slides)]]&lt;br /&gt;
: Laboratoire Images, Signaux et Systèmes Intelligents (LISSI / EA 3956), Université Paris-Est, Institut Universitaire de Technologie de Sénart&lt;br /&gt;
: At San Sebastian, UPV/EHU, Faculty of Informatics, 24-jun-2011&lt;br /&gt;
&lt;br /&gt;
; Wang Ting &lt;br /&gt;
: Multi Agent Robots Navigating in the Unknown Environment [[media:TING.zip |(Slides)]]&lt;br /&gt;
: Laboratoire Images, Signaux et Systèmes Intelligents (LISSI / EA 3956), Université Paris-Est, Institut Universitaire de Technologie de Sénart&lt;br /&gt;
: At San Sebastian, UPV/EHU, Faculty of Informatics, 24-jun-2011&lt;br /&gt;
&lt;br /&gt;
== Actividades de Divulgación científica ==&lt;br /&gt;
&lt;br /&gt;
*[[10-12-11-2011|Semana de la Ciencia 2011]]&lt;br /&gt;
&lt;br /&gt;
*[[08-11-2011|I Jornada Universitaria de Informática Médica]]&lt;br /&gt;
&lt;br /&gt;
*[[11-13-11-2010|Semana de la Ciencia 2010]]&lt;br /&gt;
&lt;br /&gt;
*[[12-14-11-2009|Semana de la Ciencia 2009]]&lt;br /&gt;
&lt;br /&gt;
* [[Semana de la ciencia 2008]]&lt;br /&gt;
&lt;br /&gt;
* [[28-09-07|Researcher's Night (Septiembre 28, 2007)]]&lt;br /&gt;
&lt;br /&gt;
* [[08-11-07|Semana de la Ciencia, (Noviembre 8 y 9, 2007)]]&lt;br /&gt;
&lt;br /&gt;
== Recortes de  prensa ==&lt;br /&gt;
*[[HAIS-2010-press-releases]]&lt;br /&gt;
*[[Diario Vasco 11-Marzo-2008]]&lt;br /&gt;
*[http://www.ehu.es/p055-8898/es/contenidos/noticia/tesis_interpre_habla_10032008/es_tesis/tesis_interpret_habla_10042008.html  La web de la UPV/EHU]&lt;br /&gt;
* [[Elhuyar-Marzo-2008]]&lt;br /&gt;
*[[Gara 11-marzo-2008]]&lt;br /&gt;
*[[Berria 11-Marzo-2008]]&lt;br /&gt;
&lt;br /&gt;
== Participación en sociedades científicas y tecnológicas ==&lt;br /&gt;
* Miembros del Capítulo español de la sociedad System, Man &amp;amp; Cybernetics [http://www.ieee-smc.es/main/index.shtml]&lt;br /&gt;
&lt;br /&gt;
* [[elecciones-RAS-2008 | Comite electoral del capítulo español del IEEE Robotics and Automation Society]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:JornadaSaludInformatica.pdf.zip&amp;diff=10518</id>
		<title>Archivo:JornadaSaludInformatica.pdf.zip</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:JornadaSaludInformatica.pdf.zip&amp;diff=10518"/>
		<updated>2011-11-08T14:22:59Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10516</id>
		<title>08-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10516"/>
		<updated>2011-11-08T14:22:47Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&amp;lt;b&amp;gt;I Jornada Universitaria de Informática Médica&lt;br /&gt;
:Sala de Grados Facultad de Informática&lt;br /&gt;
:8 de noviembre, 9.15 h.&lt;br /&gt;
&lt;br /&gt;
:9.15: Presentación&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:9.30-10.00: José Asua ( Viceconsejero de Calidad, Investigación e Innovación Sanitaria)&lt;br /&gt;
:10.00-10.20: Ander Izeta (Director de Innovación de BioDonostia)&lt;br /&gt;
:10.20-10.30: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:10.30-10.40: Sistemas de comunicación y control de entorno. Julio Abascal.&lt;br /&gt;
:10.40-10.50: Gestión innovadora de datos en el entorno de la e-salud. Arantza Illarramendi.&lt;br /&gt;
:10.50-11.00: Debate&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;b&amp;gt;11.00-11.30: Café&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:11.30-11.50: José Javier Yanguas (INGEMA). &lt;br /&gt;
:11.50-12.00: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:12.00-12.10: Soporte tecnológico a la gestión de guías clínicas . Juan M. Pikatza.&lt;br /&gt;
:12.10-12.20: Tecnologías de la lengua aplicadas al análisis de información sanitaria. Arantza Díaz de Ilarraza.&lt;br /&gt;
:12.20-12.30: Debate&lt;br /&gt;
:12.30-12.40: Análisis de datos y construcción de modelos en problemas biomédicos. Borja Calvo.&lt;br /&gt;
:12.40-12.50: Técnicas de Inteligencia Computacional en Imagen Médica. Elsa Fernandez.&lt;br /&gt;
:12.50-13.00: Debate&lt;br /&gt;
&lt;br /&gt;
[[media:JornadaSaludInformatica.pdf.zip|Presentacion del grupo.]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10514</id>
		<title>08-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10514"/>
		<updated>2011-11-08T14:22:20Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&amp;lt;b&amp;gt;I Jornada Universitaria de Informática Médica&lt;br /&gt;
:Sala de Grados Facultad de Informática&lt;br /&gt;
:8 de noviembre, 9.15 h.&lt;br /&gt;
&lt;br /&gt;
:9.15: Presentación&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:9.30-10.00: José Asua ( Viceconsejero de Calidad, Investigación e Innovación Sanitaria)&lt;br /&gt;
:10.00-10.20: Ander Izeta (Director de Innovación de BioDonostia)&lt;br /&gt;
:10.20-10.30: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:10.30-10.40: Sistemas de comunicación y control de entorno. Julio Abascal.&lt;br /&gt;
:10.40-10.50: Gestión innovadora de datos en el entorno de la e-salud. Arantza Illarramendi.&lt;br /&gt;
:10.50-11.00: Debate&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;b&amp;gt;11.00-11.30: Café&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:11.30-11.50: José Javier Yanguas (INGEMA). &lt;br /&gt;
:11.50-12.00: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:12.00-12.10: Soporte tecnológico a la gestión de guías clínicas . Juan M. Pikatza.&lt;br /&gt;
:12.10-12.20: Tecnologías de la lengua aplicadas al análisis de información sanitaria. Arantza Díaz de Ilarraza.&lt;br /&gt;
:12.20-12.30: Debate&lt;br /&gt;
:12.30-12.40: Análisis de datos y construcción de modelos en problemas biomédicos. Borja Calvo.&lt;br /&gt;
:12.40-12.50: Técnicas de Inteligencia Computacional en Imagen Médica. Elsa Fernandez.&lt;br /&gt;
:12.50-13.00: Debate&lt;br /&gt;
&lt;br /&gt;
[[media:JornadaSaludInformatica.pdf|Presentacion del grupo.]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10432</id>
		<title>08-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10432"/>
		<updated>2011-10-28T11:22:37Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&amp;lt;b&amp;gt;I Jornada Universitaria de Informática Médica&lt;br /&gt;
:Sala de Grados Facultad de Informática&lt;br /&gt;
:8 de noviembre, 9.15 h.&lt;br /&gt;
&lt;br /&gt;
:9.15: Presentación&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:9.30-10.00: José Asua ( Viceconsejero de Calidad, Investigación e Innovación Sanitaria)&lt;br /&gt;
:10.00-10.20: Ander Izeta (Director de Innovación de BioDonostia)&lt;br /&gt;
:10.20-10.30: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:10.30-10.40: Sistemas de comunicación y control de entorno. Julio Abascal.&lt;br /&gt;
:10.40-10.50: Gestión innovadora de datos en el entorno de la e-salud. Arantza Illarramendi.&lt;br /&gt;
:10.50-11.00: Debate&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;b&amp;gt;11.00-11.30: Café&amp;lt;/b&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Necesidades y políticas sanitarias relacionadas con las TICs&amp;lt;/b&amp;gt;&lt;br /&gt;
:11.30-11.50: José Javier Yanguas (INGEMA). &lt;br /&gt;
:11.50-12.00: Debate&lt;br /&gt;
&lt;br /&gt;
*&amp;lt;b&amp;gt;Investigación sobre Salud en la Facultad de Informática&amp;lt;/b&amp;gt;&lt;br /&gt;
:12.00-12.10: Soporte tecnológico a la gestión de guías clínicas . Juan M. Pikatza.&lt;br /&gt;
:12.10-12.20: Tecnologías de la lengua aplicadas al análisis de información sanitaria. Arantza Díaz de Ilarraza.&lt;br /&gt;
:12.20-12.30: Debate&lt;br /&gt;
:12.30-12.40: Análisis de datos y construcción de modelos en problemas biomédicos. Borja Calvo.&lt;br /&gt;
:12.40-12.50: Técnicas de Inteligencia Computacional en Imagen Médica. Elsa Fernandez.&lt;br /&gt;
:12.50-13.00: Debate&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10430</id>
		<title>08-11-2011</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=08-11-2011&amp;diff=10430"/>
		<updated>2011-10-28T11:11:52Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;I Jornada Universitaria de Informática Médica&lt;br /&gt;
&lt;br /&gt;
Sala de Grados Facultad de Informática&lt;br /&gt;
8 de noviembre, 9.15 h.&lt;br /&gt;
&lt;br /&gt;
9.15: Presentación&lt;br /&gt;
&lt;br /&gt;
Necesidades y políticas sanitarias relacionadas con las TICs&lt;br /&gt;
9.30-10.00: José Asua ( Viceconsejero de Calidad, Investigación e Innovación Sanitaria)&lt;br /&gt;
10.00-10.20: Ander Izeta (Director de Innovación de BioDonostia)&lt;br /&gt;
10.20-10.30: Debate&lt;br /&gt;
&lt;br /&gt;
Investigación sobre Salud en la Facultad de Informática&lt;br /&gt;
10.30-10.40: Sistemas de comunicación y control de entorno. Julio Abascal.&lt;br /&gt;
10.40-10.50: Gestión innovadora de datos en el entorno de la e-salud. Arantza Illarramendi.&lt;br /&gt;
10.50-11.00: Debate&lt;br /&gt;
&lt;br /&gt;
11.00-11.30: Café&lt;br /&gt;
&lt;br /&gt;
Necesidades y políticas sanitarias relacionadas con las TICs&lt;br /&gt;
11.30-11.50: José Javier Yanguas (INGEMA). &lt;br /&gt;
11.50-12.00: Debate&lt;br /&gt;
&lt;br /&gt;
Investigación sobre Salud en la Facultad de Informática&lt;br /&gt;
12.00-12.10: Soporte tecnológico a la gestión de guías clínicas . Juan M. Pikatza.&lt;br /&gt;
12.10-12.20: Tecnologías de la lengua aplicadas al análisis de información sanitaria. Arantza Díaz de Ilarraza.&lt;br /&gt;
12.20-12.30: Debate&lt;br /&gt;
12.30-12.40: Análisis de datos y construcción de modelos en problemas biomédicos. Borja Calvo.&lt;br /&gt;
12.40-12.50: Técnicas de Inteligencia Computacional en Imagen Médica. Elsa Fernandez.&lt;br /&gt;
12.50-13.00: Debate&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Actividades_de_difusi%C3%B3n_de_la_ciencia_y_la_tecnolog%C3%AD%C2%ADa&amp;diff=10428</id>
		<title>Actividades de difusión de la ciencia y la tecnologí­a</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Actividades_de_difusi%C3%B3n_de_la_ciencia_y_la_tecnolog%C3%AD%C2%ADa&amp;diff=10428"/>
		<updated>2011-10-28T11:07:57Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* Actividades de Divulgación científica */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Edición de revistas ==&lt;br /&gt;
&lt;br /&gt;
===Miembro de comite editorial ===&lt;br /&gt;
&lt;br /&gt;
* Manuel Graña&lt;br /&gt;
** Journal of Mathematical Imaging and Vision, (Ed. Springer Verlag)&lt;br /&gt;
&lt;br /&gt;
=== [[journal-reviews | Review de artículos para revistas]] ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Organización de congresos ==&lt;br /&gt;
&lt;br /&gt;
=== Congresos internacionales ===&lt;br /&gt;
* Special session on Hibrid Computational Intelligence and Lattice computing for image and signal processing, HAIS 2012, Salamanca, Spain [http://hais.usal.es/]&lt;br /&gt;
&lt;br /&gt;
*[http://kes2012.kesinternational.org/ KES 2012 16th International Conference on Knowledge-Based and Intelligent Information &amp;amp; Engineering Systems]&lt;br /&gt;
&lt;br /&gt;
* [http://hais.pwr.wroc.pl/ss10.htm HAIS 2011 Special Session on HYBRID INTELLIGENT APPROACHES IN COOPERATIVE MULTI-ROBOT SYSTEMS]&lt;br /&gt;
&lt;br /&gt;
* [[KES 2011 Recent trends in Knowledge Engineering, Smart Systems and their applications, C. Sanin, C. Toro]]&lt;br /&gt;
&lt;br /&gt;
* [http://www.ehu.es/ccwintco/hais2010/ HAIS 2010] &lt;br /&gt;
** [[HAIS2010 | Detailed program and slides]]&lt;br /&gt;
** [http://www.ehu.es/ccwintco/index.php/HAIS-2010-press-releases Press releases]&lt;br /&gt;
&lt;br /&gt;
* [http://paams.usal.es/index.php?option=com_content&amp;amp;task=view&amp;amp;id=26&amp;amp;Itemid=32 Systems, Man, &amp;amp; Cybernetics Workshop. : SMC-Workshop.-IEEE.-SPANISH CHAPTER]&lt;br /&gt;
&lt;br /&gt;
* [http://gicap.ubu.es/ideal2009/spsessions/spsessionslist.shtml IDEAL 2009 special session on Intelligent Computational Techniques in Medical Image Processing]&lt;br /&gt;
&lt;br /&gt;
*[[IWINAC2009-multirobot | IWINAC special session on Bio-inspired computation in cooperative multi-robot systems]]&lt;br /&gt;
&lt;br /&gt;
* [[KES2009|Special sessions KES 2009]]&lt;br /&gt;
&lt;br /&gt;
*6th International Conference on Photonics, Networking and Computing, 11th JCIS, [http://www.jcis.org.cn/tracks.html]&lt;br /&gt;
&lt;br /&gt;
* CLA2008 Workshop on Lattice Based Modelling [[http://iiu.teikav.edu.gr/users/vgkabs/CLA2008.htm]], los artículos están en [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=163]&lt;br /&gt;
&lt;br /&gt;
*[[HAIS2008-multirobot | HAIS 2008 special session on Hybrid Intelligent Systems for Multi-robot and multi-agent systems]]&lt;br /&gt;
&lt;br /&gt;
* [[ICONIP 2008 Special Session | ICONIP 2008 Special Session on Neural Information Processing in Cooperative Multi-Robot Systems]]&lt;br /&gt;
&lt;br /&gt;
* [[KES2008|Special sessions KES 2008]]&lt;br /&gt;
&lt;br /&gt;
* 9th International Work-Conference on Artificial Neural Networks (IWANN'2007) - Computational and Ambient Intelligence [http://iwann2005.ugr.es/2007/index.html]&lt;br /&gt;
&lt;br /&gt;
* [[media:JCIS2005.zip | Joint Conference on Information Sciences 2005, Salt Lake City, July 2005]]&lt;br /&gt;
&lt;br /&gt;
=== Congresos nacionales y locales ===&lt;br /&gt;
&lt;br /&gt;
* [[2-9-10-11-december-2009|Workshop on Computational Intelligence Trends and Methologies]]&lt;br /&gt;
&lt;br /&gt;
* [[jic09|Terceras Jornadas de Inteligencia Computacional (JIC'09)]]&lt;br /&gt;
&lt;br /&gt;
*[[Vicomtech-GIC-workshop-09-05-27| Workshop on Knowledge Engineering, Visualization and Interaction in Computer Aided Design and other Industrial Applications]]&lt;br /&gt;
&lt;br /&gt;
* [[jic08|Segundas Jornadas de Inteligencia Computacional (JIC'08)]]&lt;br /&gt;
&lt;br /&gt;
* [[jic07|Primeras Jornadas de Inteligencia Computacional (JIC'07)]]&lt;br /&gt;
&lt;br /&gt;
=== [[participacion-comites-de-programa | Participación en comités de programa]] ===&lt;br /&gt;
&lt;br /&gt;
==Conferencias y charlas ==&lt;br /&gt;
; Pedro Alberto González &lt;br /&gt;
: PRIVACIDAD Y SEGURIDAD DE LA INFORMACIÓN&lt;br /&gt;
: Agencia Vasca de Protección de Datos&lt;br /&gt;
: Día 17 de junio, martes, a las 16:00 horas , Lugar: sala de juntas, facultad de informática&lt;br /&gt;
&lt;br /&gt;
; Manuel Graña&lt;br /&gt;
: Lattice Computing: Computational Intelligence based on Lattice Theory&lt;br /&gt;
: University of Hong Kong, Invited Talk at the Computer Science Department, June 5, 2008&lt;br /&gt;
&lt;br /&gt;
; Dominik Maximilián Ramík&lt;br /&gt;
: A Real-time Approach to Humanoid Robot Learning of Objects through Visual Saliency [[media:DOMINIK.zip |(slides)]]&lt;br /&gt;
: Laboratoire Images, Signaux et Systèmes Intelligents (LISSI / EA 3956), Université Paris-Est, Institut Universitaire de Technologie de Sénart&lt;br /&gt;
: At San Sebastian, UPV/EHU, Faculty of Informatics, 24-jun-2011&lt;br /&gt;
&lt;br /&gt;
; Wang Ting &lt;br /&gt;
: Multi Agent Robots Navigating in the Unknown Environment [[media:TING.zip |(Slides)]]&lt;br /&gt;
: Laboratoire Images, Signaux et Systèmes Intelligents (LISSI / EA 3956), Université Paris-Est, Institut Universitaire de Technologie de Sénart&lt;br /&gt;
: At San Sebastian, UPV/EHU, Faculty of Informatics, 24-jun-2011&lt;br /&gt;
&lt;br /&gt;
== Actividades de Divulgación científica ==&lt;br /&gt;
*[[08-11-2011|I Jornada Universitaria de Informática Médica]]&lt;br /&gt;
&lt;br /&gt;
*[[11-13-11-2010|Semana de la Ciencia 2010]]&lt;br /&gt;
&lt;br /&gt;
*[[12-14-11-2009|Semana de la Ciencia 2009]]&lt;br /&gt;
&lt;br /&gt;
* [[Semana de la ciencia 2008]]&lt;br /&gt;
&lt;br /&gt;
* [[28-09-07|Researcher's Night (Septiembre 28, 2007)]]&lt;br /&gt;
&lt;br /&gt;
* [[08-11-07|Semana de la Ciencia, (Noviembre 8 y 9, 2007)]]&lt;br /&gt;
&lt;br /&gt;
== Recortes de  prensa ==&lt;br /&gt;
*[[HAIS-2010-press-releases]]&lt;br /&gt;
*[[Diario Vasco 11-Marzo-2008]]&lt;br /&gt;
*[http://www.ehu.es/p055-8898/es/contenidos/noticia/tesis_interpre_habla_10032008/es_tesis/tesis_interpret_habla_10042008.html  La web de la UPV/EHU]&lt;br /&gt;
* [[Elhuyar-Marzo-2008]]&lt;br /&gt;
*[[Gara 11-marzo-2008]]&lt;br /&gt;
*[[Berria 11-Marzo-2008]]&lt;br /&gt;
&lt;br /&gt;
== Participación en sociedades científicas y tecnológicas ==&lt;br /&gt;
* Miembros del Capítulo español de la sociedad System, Man &amp;amp; Cybernetics [http://www.ieee-smc.es/main/index.shtml]&lt;br /&gt;
&lt;br /&gt;
* [[elecciones-RAS-2008 | Comite electoral del capítulo español del IEEE Robotics and Automation Society]]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Ponencias_en_congresos&amp;diff=8648</id>
		<title>Ponencias en congresos</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Ponencias_en_congresos&amp;diff=8648"/>
		<updated>2011-04-11T14:02:07Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: /* 2011 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== 2011 ==&lt;br /&gt;
&lt;br /&gt;
*'' High Resolution Segmentation of CSF on Phase Contrast MRI. ''. Elsa Fernández, Manuel Graña and Jorge Villanua. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.&lt;br /&gt;
*'' Exploration of LICA Detections in Resting State fMRI. [[media: Darya-IWINAC-2011-draft.pdf|draft]] ''. Darya Chyzhyk, Ann K. Shinn, and Manuel Graña. 4th. International work-Conference on the Interplay between Natural and Artificial Computation ([http://www.iwinac.uned.es/current/ IWINAC 2011]), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.&lt;br /&gt;
*''A Knowledge-based Clinical Decision Support System for the diagnosis of Alzheimer Disease''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro. 13th IEEE International Conference on e-Health Networking, Application &amp;amp; Services (Healthcom 2011), Columbia, Missouri, USA. 13 June, 2011.&lt;br /&gt;
*''An Architecture for the Semantic Enhancement of Clinical Decision Support Systems''. Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro. 15th International Conference on Knowledge-Based and Intelligent Information &amp;amp; Engineering Systems (KES2011), Kaiserslautern, Germany. 12 September, 2011.&lt;br /&gt;
* &amp;quot;Experiments on Lattice Independent Components Analisys for Face Recognition.&amp;quot; Ion Marqués, Manuel Graña. [http://www.iwinac.uned.es/iwinac2011/ 4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Canary Islands, Spain. May 30 - June 3, 2011.&lt;br /&gt;
* &amp;quot;A novel data compression technique for remote sensing data mining.&amp;quot; Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC  ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_roman-gonzalez_veganzones_poster.pdf | poster]]&lt;br /&gt;
* &amp;quot;Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data.&amp;quot; Miguel A. Veganzones, Manuel Graña. [http://rssportal.esa.int/tiki-index.php?page=2011_ESA-EUSC-JRC  ESA-EUSC-JRC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation]. JRC - Institute for the Protection and Security of the Citizen, Ispra - Varese (Italy). March 30 - April 1, 2011. [[Media:esa2011_veganzones_grana_poster.pdf | poster]]&lt;br /&gt;
* Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data. Miguel A. Veganzones, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:Soco2011-veganzones.pdf|slides]]&lt;br /&gt;
* Further results on Alzheimer Disease Detection on structural MRI features. Maite Termenon, Manuel Graña. [http://soco.usal.es/ International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)], Salamanca, Spain. 6-8th April, 2011. [[media:TermenonPresentacionSOCO.pdf|slides]]&lt;br /&gt;
* Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. Darya Chyzhyk, Manuel Graña. Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011. [[media:dendritic-darya-SOCO-2011.pdf|draft]].  [[media:Chyzhyk-SOCO2011-slides.pdf|slides]].&lt;br /&gt;
* &amp;quot;Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach&amp;quot; Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] &lt;br /&gt;
* &amp;quot;Image Segmentation by Spherical Coordinates&amp;quot; Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani. Minks, Belarus, 18-20 May 2011 [http://lsi.bas-net.by/conferences/prip2011/ PRIP'11] [[media:PresentacionPRIP.pdf  | Slides]]&lt;br /&gt;
* &amp;quot;A Hybrid Color Distance for Image Segmentation&amp;quot; Ramón Moreno, Manuel Graña, Alicia d'Anjou. Wroclaw, Poland, 23-25 May 2011 [http://hais.pwr.wroc.pl/ HAIS'11] [[media:Presentacion_HAIS'11_Ramon.pdf | Slides]]&lt;br /&gt;
* &amp;quot;A geometrical method of diffuse and specular image components separation&amp;quot; Ramón Moreno, Manuel Graña, Alicia d'Anjou. Torremolinos, Spain, 8-10 June 2011. [http://iwann.ugr.es/2011/iwann11.php?menu=news&amp;amp;sub=news IWANN'11] [[media:PresentacionIWANN2011Ramon.pdf | Slides]]&lt;br /&gt;
* &amp;quot;Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems&amp;quot; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña. IWINAC 2011, Part I, LNCS 6686, pp. 148--155. Springer, Heidelberg&lt;br /&gt;
* &amp;quot;Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems&amp;quot; Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña.HAIS 2011, Part II, LNAI 6679, pp. 463--470. Springer, Heidelberg (2011)&lt;br /&gt;
* &amp;quot;Deformation based features for Alzheimer's disease detection with linear SVM.&amp;quot; Alexandre Savio, Manuel Graña, Jorge Villanúa. [http://hais.pwr.wroc.pl/ Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011)] - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)&lt;br /&gt;
&lt;br /&gt;
==2010==&lt;br /&gt;
&lt;br /&gt;
*Face Processing for Security: a Short Review , Ion Marques and Manuel Graña ,CISIS'10, Leon, Spain [[media:CISIS10-IonMarques-2010-07-25.pdf|pdf]], [[media:presentation-CISIS10.pdf|slides]]&lt;br /&gt;
&lt;br /&gt;
*[[media:Welcome-address-HAIS-2010.pdf|welcome address HAIS 2010]]&lt;br /&gt;
&lt;br /&gt;
*REGRESSION TECHNIQUES AND NEURAL NETWORKS FOR  ESTIMATING LAI FROM REMOTE SENSING DATA – AN APPLICATION CASE USING FOREST-BGC, Leónia NUNES, Carmen HERNANDEZ, Miguel VEGANZONES, Margarida L. R. LIBERATO,  Manuel GRAÑA and Domingos LOPES [http://forestsat2010.usc.es/es/index.html ForestSat 2010] Lugo, Spain, September, 2010, [[media:Abstract ForestSat 2010 L Nunes.pdf|draft]]&lt;br /&gt;
&lt;br /&gt;
* LAI estimation combining field data and remote sensing: A case study in a forest area of northern Portugal, Carmen Hernández, Leonia Nunes, Miguel Angel Veganzones, Manuel Graña, Domingos Lopes, [http://www.forestchange2010.utad.pt/  Mixed and Pure Forests in a changing word], Vila Real, Portugal, Octubre 2010,&lt;br /&gt;
&lt;br /&gt;
*Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair, Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña and Javier Sanchez Abuín, HAIS 2010, San Sebastian&lt;br /&gt;
* Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-up, Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña and Mariano de Blas, HAIS 2010, San Sebastian&lt;br /&gt;
*A Comparison of VBM results by SPM, ICA and LICA, Darya Chyzyk, Maite Termenón, Alexandre Savio , HAIS 2010, San Sebastián, Spain&lt;br /&gt;
* On the use of a hybrid approach to contrast Endemember Induction Algorithms. Miguel A. Veganzones, Carmen Hernández. HAIS 2010, San Sebastián, Spain. [[Media:HAIS2010_veganzones.pdf | slides]]&lt;br /&gt;
* Hybrid Color Space Transformation to Visualize Color Constancy. Ramón Moreno, Jose Manuel Lopez-Guede, Alicia d'Anjou . HAIS 2010, 23-25 junio, San Sebastián, Spain  [[media:Hais2010Ramon.pdf|draft]] [[media:Presentacion-HAIS10-ramon-moreno.pdf|slides]]&lt;br /&gt;
* A image color Gradient Preserving Color constancy. Ramón Moreno, Manuel Graña, Alicia d'Anjou . FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714 ISBN 978-1-4244-6920-8 [[media:Wcci-2010-ramon-final.pdf|draft]]&lt;br /&gt;
* A color transformation for robust detection of color landmarks in robotic contexts, Ramón Moreno, Manuel Graña, Alicia d'Anjou. SMC Workshop IEEE Spanish Chapter    PAAMS 2010. Salamanca, Spain [[media:PaamsRamon.pdf|draft]]  [[media:PaamsRamonSlides.pdf|Slides]]&lt;br /&gt;
* Percolating Swarm Dynamics, Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases, IEA/AIE 2010, Córdoba, Spain, Junio 2010 [[media:Percolating-swarm-dynamics-cordoba-2010.pdf|pdf draft]] [[media:Percolation-cordoba-presentacion.pdf|slides]] [http://www.youtube.com/watch?v=PKN-n9XuU3k]&lt;br /&gt;
&lt;br /&gt;
*Thrombus change detection after endovascular abdominal aortic aneurysm repair, J. Maiora, G. Garcia, M. Grana, I. Macia, J.H. Legarreta, C. Paloc, M. De Blas, CARS 2010 Computer Assisted Radiology and Surgery June 23 - 26, 2010, Geneva, Switzerland Joint Congress of CAR / ISCAS / CMI / CAD / EuroPACS&lt;br /&gt;
* Further results on swarms solving Graph Coloring, Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou, ICCSA 2010, Japon, [[media:Iccsa-2010-flocks-cgp.pdf|slides]]&lt;br /&gt;
* An stable skeletonization for tabletop gesture recognition, Andoni Beristain, Manuel Graña, ICCSA 2010, Japón [[media:ICCSA-2010-andoni-slides.pdf|slides]]&lt;br /&gt;
*A color transformation for robust detection of color landmarks in robotic contexts, Ramon Moreno, Manuel Graña, Alicia d'Anjou, PAAMS 2010, workshop IEEE SMC spanish chapter [[media:SF2-ingles.pdf|draft]]&lt;br /&gt;
*A Computer-Aided Decision Support system for Shoulder Pain Pathology, K. López de Ipiña, M. Hernández, M. Graña, E. Martínez, C. Vaquero, PAAMS 2010&lt;br /&gt;
*Experiments on Robotic Multi-Agent System for  Hose Deployment and Transportation  Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, and Manuel Graña, PAMMS 2010 [[media:IVillaverdePAAMS2010draft.pdf|draft]]&lt;br /&gt;
*Interactive Multimedia Tabletops (IMT) for Casual Users, Andoni Beristain, Manuel Graña, PAAMS 2010, workshop IEEE SMC spanish chapter&lt;br /&gt;
*Energy cost reduction in the synchronization of a pair of nonidentical coupled Hindmarsh-Rose neurons , Abdelmalik Moujahid, Alicia d'Anjou, F.Javier Torrealdea, Cecilia Sarasola, PAAMS 2010, workshop IEEE SMC spanish chapt&lt;br /&gt;
*Energetic considerations on the dynamics of Hodgkin-Huxley neurons , Abdelmalik Moujahid, Alicia d'Anjou, F. Torrealdea, F.Javier Torrealdea, ICNC’10 and FSKD’10 International Conference Proceedings in (ICNC’10 IEEE Catalog Number: CFP10CNC-PRT, ISBN: 978-1-4244-5960-5;FSKD’10 IEEE Catalog Number: CFP10FSK-PRT, ISBN: 978-1-4244-5932-2), 2010&lt;br /&gt;
*Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect , Borja Fdez. Gauna, Jose M. Lopez-Guede, Ekaitz Zulueta, HAIS 2010, San Sebastian [[media:2010.HAIS.Borja.JMGuede.Ekaitz.pdf|pdf]] [[media:2010.HAIS.Borja.JMGuede.Ekaitz.Aurkezpena.pdf|slides]]&lt;br /&gt;
&lt;br /&gt;
==2009==&lt;br /&gt;
&lt;br /&gt;
* CiraÇao de uma interface amigavel para Forest-BGC. Miguel Angel Veganzones. Communication on the workshop &amp;quot;Pensar (e investigar) os povamentos mistos em Portugal&amp;quot; in Oeiras (Portugal) no ambito do PTDC/AGR-CFL/68186/2006. September 25th, 2009.&lt;br /&gt;
* Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach, [[media:IMacia IDEAL2009 FINAL.pdf|slides]] Iván Macía Oliver,  Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, IDEAL 2009, 24 sept. 2009, Burgos&lt;br /&gt;
* Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. [[media:Ideal-2009 Josu-slides.pdf|slides]] Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña,  IDEAL 2009, 24 sept. 2009, Burgos&lt;br /&gt;
* An automatic segmentation and reconstruction of mandibular structures from CT-data , Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña,  IDEAL 2009, 24 sept. 2009, Burgos&lt;br /&gt;
* Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection [[media:Presentation GarciaSebastianSavio-VBM SPM SVM-IDEAL-2009.pdf | slides]], Alexandre, Manhaes Savio, Maite, García-Sebastián,  Carmen, Hernández,  Manuel, Graña,  Jorge, Villanúa, IDEAL 2009, 24 sept. 2009, Burgos&lt;br /&gt;
* Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences, Manuel Grana, IPCV'09 inside WORLDCOMP'09, Las Vegas, 16 july 2009 [[media:Presentation-graña.pdf|slides]]&lt;br /&gt;
* Domain modeling based on Engineering Standards, Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki, KES 2009, Santiago de Chile&lt;br /&gt;
* Bayesian Reflectance Component Separation, Ramón Moreno, Manuel Graña, Alicia d'Anjou, Carmen Hernandez, KES 2009&lt;br /&gt;
* Ivan Villaverde, Manuel Graña, An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera,  IWINAC 2009,  Santiago de Compostela, June 2009&lt;br /&gt;
* Manuel Graña, Zelmar  Echegoyen, Alicia  d'Anjou, On the control of a multi-robot system for the manipulation of an elastic hose,  IWINAC 2009,  Santiago de Compostela, June 2009&lt;br /&gt;
* Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa, Results of an Adaboost approach on Alzheimer's Disease detection on MRI, Methods and Models in Artificial and Natural Computation, IWINAC 2009, ISBN 3-642-02266-9, p. 114-123, Santiago de Compostela, June 2009&lt;br /&gt;
* Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa, On the use of Morphometry based features for Alzheimer's Disease detection on MRI,  IWANN2009, Salamanca, June 2009&lt;br /&gt;
* Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández, Review of Hybridizations of Kalman Filters with  Fuzzy and Neural Computing for Mobile Robot  Navigation, HAIS09, Salamanca, June 2009&lt;br /&gt;
* Miguel Angel Veganzones. Comunicación en la segunda reunión de la Red Temática en Codificación y Transmisión de Contenidos Multimedia en Barcelona, 27 febrero 2009. https://gici.uab.es/wiki_red_tematica.&lt;br /&gt;
&lt;br /&gt;
== 2008 ==&lt;br /&gt;
&lt;br /&gt;
*Ivan Villaverde, Zelmar Echegoyen, and Manuel Grana, Neuro-Evolutive system for ego-motion estimation with a 3D camera, [[Media:Ivan-iconip2008-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/] Auckland, New Zealand, Nov. 25-28, 2008&lt;br /&gt;
&lt;br /&gt;
*Zelmar Echegoyen, Alicia d'Anjou, and Manuel Grana, Towards the adaptive control of a multirobot system for an elastic hose, [[Media:Iconip2008-zelmar-slides.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/]  Auckland, New Zealand, Nov. 25-28, 2008&lt;br /&gt;
&lt;br /&gt;
* Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, and Oscar Barambones, Economical Implementation of Control Loops for Multi-Robot Systems, [[Media:Jose-manuel-Presentacion ICONIP 08.pdf|slides]] ICONIP 2008, [http://www.aut.ac.nz/iconip08/]  Auckland, New Zealand, Nov. 25-28, 2008&lt;br /&gt;
&lt;br /&gt;
* Ivan Villaverde and Manuel Graña, A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008&lt;br /&gt;
&lt;br /&gt;
* Ramón Moreno, Alicia d’Anjou and Manuel Graña, Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008, &lt;br /&gt;
&lt;br /&gt;
* José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta, On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008, &lt;br /&gt;
&lt;br /&gt;
* R.J. Duro, M. Graña and J. de Lope, On the need of Hybrid Intelligent Systems in Modular and Multi Robotics, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008, &lt;br /&gt;
&lt;br /&gt;
* &amp;quot;Endmember extraction methods: a short review&amp;quot;; Miguel Angel Veganzones, Manuel Graña; Communication on the &amp;quot;12th International Conference on Knowledge-Based and Intelligent Information &amp;amp; Engineering Systems - KES 2008&amp;quot; invited session on &amp;quot;Hyperspectral Imagery for Remote Sensing: Intelligent Analysis and Applications&amp;quot; in Zagreb (Croatia). September 3-5th, 2008. [http://kes2008.kesinternational.org/]. [[media:Kes-veganzones-2008.pdf|draft]] &lt;br /&gt;
&lt;br /&gt;
* ''An approach from Lattice Computing to fMRI analysis''  [[Media:Slides-CLA-LBM-2008-grana.pdf | slides pdf]] Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez, LBM 2008 (workshop dell CLA 2008), Omouluc, Chequia, 21-23 Octubre 2008 [[Media:Proceedings-cla2008-workshop.pdf|pdf-proceedings]]&lt;br /&gt;
&lt;br /&gt;
* &amp;quot;Diferencias de género en una tarea acuática virtual de Morris: el papelde cerca-lejos&amp;quot; (Gender differences in a virtual Morris water task: the role of near-far), A.A. Artigas, J. Sansa, F. Banterla, M. Graña y V.D. Chamizo. SEPC 2008, BIlbao&lt;br /&gt;
&lt;br /&gt;
* Blanca Cases, Carmen Hernandez, Manuel Graña, Alicia D’Anjou [[Media:Alife-2008-B.cases.pdf | On the ability of Swarms to compute the 3-coloring of graphs]], ALIFE 2008, Whinchester, UK, August 2008&lt;br /&gt;
&lt;br /&gt;
* Ramón Moreno, Manuel Graña and Alicia d'Anjou. ''Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model''Hybrid Artificial Intelligence Systems (HAIS'08). accepted&lt;br /&gt;
&lt;br /&gt;
* Ivan Villaverde and Manuel Graña. ''A Hybrid Intelligent System for Robot Ego-Motion Estimation with a 3D Camera''. The 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS'08). accepted&lt;br /&gt;
&lt;br /&gt;
* A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH  PEOPLE WITH COGNICTIVE DISABILITIES E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza,  M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti,  L.J. Rodríguez, J.M. López, E. Zulueta1, M. Graña, J. Rubio INTED2008. International Technology, Education and Development Conference L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds) ISBN: 978-84-612-0190-7&lt;br /&gt;
&lt;br /&gt;
* M. Graña. ''A Brief Review of Lattice Computing'' WCCI 2008, Hong-Kong, 1-6 Junio 2008&lt;br /&gt;
&lt;br /&gt;
* Maite García-Sebastián, A. M. Savio, M. Graña. ''Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm'' WCCI 2008 Hong-Kong, 1-6 Junio 2008&lt;br /&gt;
&lt;br /&gt;
* M. Graña: Lattice Computing: Lattice Theory based Computational Intelligence , [[Media:Lattice-computing-CI.pdf|pdf]] MTE 2008, 15-18 Febrero 2008, Ibaraki National College of Technology, Hitachinaka, Ibaraki, Japan [http://www.ibaraki-ct.ac.jp/ge/MTE2008/Home_Page/home.html] MTE 2008 Proceedings, T. Matsuhisa, H. Koibuchi (eds), Dept. natural Sciences, Irabaki National College of Technology, pp.:19-27&lt;br /&gt;
&lt;br /&gt;
* &amp;quot;Hyperspectral Imaging: virtual dimensionality, linear unmixing and endmembers induction methods&amp;quot;; Miguel A. Veganzones; Communication on the &amp;quot;2nd Workshop on Computational Intelligence - JIC'08&amp;quot; in Verona (Italy). May 13-16th, 2008. http://www.ehu.es/computationalintelligence/index.php/Jic08.&lt;br /&gt;
&lt;br /&gt;
* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: &amp;quot;Random Forest Classifiers for Real-Time Optical Markerless Tracking&amp;quot; In Proc. of 3rd Int. Conf. on Computer Vision Theory and Applications VISAPP 2008, Funchal, Madeira. Vol 2, pp. 559-561.&lt;br /&gt;
&lt;br /&gt;
* Barandiaran,I.; Cottez,Ch., Paloc,C., Graña,M.: &amp;quot;Comparative Evaluation of Random Forest and Ferns Classifiers for Real-Time Feature Matching&amp;quot; WSCG 2008 University of West Bohemia, Campus Bory, Plzen (Pilsen), Czech Republic February 4 - 7, 2008&lt;br /&gt;
&lt;br /&gt;
* Moujahid,A.; D'Anjou,A., Torrealdea,F.J.., Sarasola,C.: &amp;quot;Energy and correlation analysis of identical coupled chaotic systems&amp;quot; In Proc. of the Workshop Net-Works 2008, Pamplona (accepted).&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=8287</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=8287"/>
		<updated>2011-03-21T16:44:26Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI. (Accepted for publication) &lt;br /&gt;
:[http://www.iwinac.uned.es/ International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011)], La Palma, Spain. 30th May-3th June, 2011.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2009&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing (accepted with minor revision), JCR (2008) 1.496 &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=8285</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=8285"/>
		<updated>2011-03-21T16:42:55Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2011&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Elsa Fernández, Manuel Graña, Jorge Villanua&lt;br /&gt;
:High Resolution Segmentation of CSF on Phase Contrast MRI. (Accepted for publication) &lt;br /&gt;
International Work-conference on the Interplay between Natural and Artificial Computation (IWINAC 2011), La Palma, Spain. 30th May-3th June, 2011. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2009&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing (accepted with minor revision), JCR (2008) 1.496 &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7988</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7988"/>
		<updated>2011-01-26T18:08:04Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|300px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2009&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing (accepted with minor revision), JCR (2008) 1.496 &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7986</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7986"/>
		<updated>2011-01-26T17:45:00Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|right|200px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2009&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing (accepted with minor revision), JCR (2008) 1.496 &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7984</id>
		<title>Usuario:Elsa.Fernandez</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Usuario:Elsa.Fernandez&amp;diff=7984"/>
		<updated>2011-01-26T17:42:30Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Elsa Fernández Gómez de Segura ==&lt;br /&gt;
&lt;br /&gt;
[[Imagen:elsawiki.png|left|150px|]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Contact ===&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;E-mail:&amp;lt;/b&amp;gt; elsa.fernandez@ehu.es &lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Address:&amp;lt;/b&amp;gt;&lt;br /&gt;
:Computational Intelligence Group &lt;br /&gt;
:Computer Science Faculty - Lab. 308 &lt;br /&gt;
:University Of The Basque Country (UPV/EHU) &lt;br /&gt;
:Paseo Manuel Lardizabal 1 - CP: 20018 Donostia/San Sebastián (GUIPUZCOA) - Spain&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;b&amp;gt;Tfno.:&amp;lt;/b&amp;gt; (+34) 943.01.51.06&lt;br /&gt;
* &amp;lt;b&amp;gt;Fax:&amp;lt;/b&amp;gt;    (+34) 943.01.55.90&lt;br /&gt;
&lt;br /&gt;
== [[Working-page-elsa-fernandez| Working Page]]==&lt;br /&gt;
&lt;br /&gt;
== Líneas de Investigación // Research Areas ==&lt;br /&gt;
&lt;br /&gt;
* Magnetic Resonance Imaging Analysis.&lt;br /&gt;
* MRI intensity inhomogeneity correction.&lt;br /&gt;
* Functional MRI fuzzy segmentation methods.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Publicaciones // Publications ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2009&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.&lt;br /&gt;
:A Lattice Computing approach for On-line fMRI analysis, Image and Vision Computing (accepted with minor revision), JCR (2008) 1.496 &lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2008&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez,&lt;br /&gt;
:An approach from Lattice Computing to fMRI analysis. LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44. ISBN 978-80-244-2112-4&lt;br /&gt;
&lt;br /&gt;
;Fernández E.&lt;br /&gt;
:[[Media:LibroPresentacionesVerona.pdf | Comparación de técnicas de clustering para fMRI]] - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08&lt;br /&gt;
:Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors)&lt;br /&gt;
:Servicio editorial de la UPV/EHU.&lt;br /&gt;
:ISBN 978-84-296-2316-1&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2007&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;García-Sebastián M., Fernández E., Graña M., Torrealdea F.J. (2007) &lt;br /&gt;
:A Parametric Gradient Descent MRI Intensity Inhomogeneity Correction Algorithm, Pattern Recognition Letters 28 (2007) , Elsevier, pp. 1657–1666&lt;br /&gt;
&lt;br /&gt;
;Fernández E. (2007)&lt;br /&gt;
:Evaluación de la Calidad de Cítricos a partir de Imágenes de Resonancia Magnética. Actas de las I Jornadas de Inteligencia Computacional. ISBN:9788498600193 2007&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2005&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;M. García, E. Fernández, M. Graña, and F.J. Torrealdea, &lt;br /&gt;
:“A gradient descent MRI illumination correction algorithm”, Proc. 2005  Int. Work-Conference on Artificial Neural Networks ( IWANN-2005).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&lt;br /&gt;
2004&lt;br /&gt;
&amp;lt;/h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient Based Evolution Strategy for Parametric Illumination Correction, &lt;br /&gt;
:Electronic Letters, 2004, 40 (9) , p.531-32.&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:On a Gradient-based Evolution Strategy for Parametric Illumination Correction, Information Processing with Evolutionary Algorithms, M. Graña, R. Duro, A. d_Anjou, P.P. Wang (eds) Springer Verlag, London, pp.61-72&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz Cabello, (2004) &lt;br /&gt;
:Simultaneous adaptive segmentation and parametric correction of illumination inhomogeneities in MRI, &lt;br /&gt;
:Proceedings of the 2nd International Conference on Advances in Biomedical Signal and Information Processing, 2004, p. 225-229&lt;br /&gt;
&lt;br /&gt;
;Fernández E., M. Graña, J. Ruiz-Cabello, (2004) &lt;br /&gt;
:An Instantaneous Memetic Algorithm for Illumination Correction, &lt;br /&gt;
:Proc. 2004 Int. Congress of Evolutionary Computation (CEC2004), p.1105-1110.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Projects ==&lt;br /&gt;
&lt;br /&gt;
===  Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2009/2011 ===&lt;br /&gt;
*''[[Aportaciones al diagnóstico de enfermedades neurodegenerativas mediante el análisis de Imágenes con tensores de difusión.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=211]&lt;br /&gt;
* Referencia: &lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
* PENDIENTE DE RESOLUCIÓN&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2008 ===&lt;br /&gt;
*''Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER)'' [http://www.ehu.es/ccwintco/index.php/Proyectos#SAIOTEK_2008]&lt;br /&gt;
* Investigadora principal: Carmen Hernandez Gomez&lt;br /&gt;
* Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)&lt;br /&gt;
* Año Solicitud: 2.008 Fecha entrada: 19/02/09&lt;br /&gt;
&lt;br /&gt;
=== Programa &amp;quot;Red guipuzcoana de Ciencia, Tecnología e Innovación&amp;quot; Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa 2006/2008 ===&lt;br /&gt;
* ''[[Aportaciones al diagnóstico de Esclerosis Múltiple mediante el análisis de Imágenes de Resonancia Magnética.]]'' [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=112]&lt;br /&gt;
* Referencia: OF0107/2006&lt;br /&gt;
* Investigadora principal: Elsa Fernández Gómez de Segura&lt;br /&gt;
* Organismo: Universidad del País Vasco &lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== SAIOTEK 2007 ===&lt;br /&gt;
*''Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer'' [http://www.ehu.es/ccwintco/index.php/Proyectos#Programa_.22Saiotek_2007-2008.22_Eusko_Jaurlaritza.2FGobierno_Vasco], [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&amp;amp;art_id=108]&lt;br /&gt;
* Referencia: S-PR07UN02&lt;br /&gt;
* Investigadora principal: Maite García-Sebastián&lt;br /&gt;
* Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.&lt;br /&gt;
* Duración: 2 años&lt;br /&gt;
&lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2006 ===&lt;br /&gt;
* ''PERCEPCIÓN ARTIFICIAL Y CONTROL DE CAOS PARA ROBÓTICA MODULAR EN ENTORNOS DINÁMICOS Y NO ESTRUCTURADOS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* Código:  DPI2006-15346-C03-03&lt;br /&gt;
* Fecha de comienzo  1-10-2006&lt;br /&gt;
* Fecha de terminación  30-09-2009&lt;br /&gt;
* Empresa Colaboradora: Innovae Vision, Fatronik.&lt;br /&gt;
* Investigador principal: Manuel Graña Romay&lt;br /&gt;
 &lt;br /&gt;
=== MINISTERIO DE EDUCACIÓN Y CIENCIA 2003 ===&lt;br /&gt;
* ''MÉTODOS COMPUTACIONALES PARA LA DETECCIÓN DE VERTIDOS A PARTIR DE INFORMACION DE SENSORES REMOTOS HIPERESPECTRALES Y OTROS.''&lt;br /&gt;
* Entidad financiadora:  MINISTERIO DE EDUCACIÓN Y CIENCIA&lt;br /&gt;
* código VEM2003-20088-C04-04&lt;br /&gt;
* Fecha de comienzo  1-11-2003&lt;br /&gt;
* Fecha de terminación  31-10-2006&lt;br /&gt;
* COLABORACIONES  Universidad de A Coruña, Universidad de Vigo, Universidad de Santiago&lt;br /&gt;
* Investigador principal : Manuel Graña Romay&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
:Otros proyectos del grupo [http://www.ehu.es/ccwintco/index.php/Proyectos] &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Links ==&lt;br /&gt;
&lt;br /&gt;
* Localización de la Facultad de Informática. [http://wikimapia.org/#lat=43.3071242&amp;amp;lon=-2.0106778&amp;amp;z=19&amp;amp;l=3&amp;amp;m=s&amp;amp;v=9&amp;amp;show=/2047641/es/Facultad-de-Inform%C3%A1tica-Informatika-Fakultatea-UPV-EHU]&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:Elsawiki.png&amp;diff=7982</id>
		<title>Archivo:Elsawiki.png</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:Elsawiki.png&amp;diff=7982"/>
		<updated>2011-01-26T17:41:34Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=11-13-11-2010&amp;diff=7222</id>
		<title>11-13-11-2010</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=11-13-11-2010&amp;diff=7222"/>
		<updated>2010-11-15T17:49:39Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Galería de fotos ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Imagen:SemanaCiencia2010-02.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-03.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-05.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-06.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-07.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-09.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-10.jpg|Mundo Virtual&lt;br /&gt;
Imagen:SemanaCiencia2010-11.jpg|Mundo Virtual&lt;br /&gt;
Imagen:SemanaCiencia2010-12.jpg|Multirobots colaborativos&lt;br /&gt;
Imagen:SemanaCiencia2010-13.jpg|Multirobots colaborativos&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-13.jpg&amp;diff=7220</id>
		<title>Archivo:SemanaCiencia2010-13.jpg</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-13.jpg&amp;diff=7220"/>
		<updated>2010-11-15T17:48:02Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-12.jpg&amp;diff=7218</id>
		<title>Archivo:SemanaCiencia2010-12.jpg</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-12.jpg&amp;diff=7218"/>
		<updated>2010-11-15T17:47:34Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-11.jpg&amp;diff=7216</id>
		<title>Archivo:SemanaCiencia2010-11.jpg</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-11.jpg&amp;diff=7216"/>
		<updated>2010-11-15T17:46:57Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-10.jpg&amp;diff=7214</id>
		<title>Archivo:SemanaCiencia2010-10.jpg</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-10.jpg&amp;diff=7214"/>
		<updated>2010-11-15T17:46:42Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
	<entry>
		<id>https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-09.jpg&amp;diff=7212</id>
		<title>Archivo:SemanaCiencia2010-09.jpg</title>
		<link rel="alternate" type="text/html" href="https://ehu.eus/ccwintco/index.php?title=Archivo:SemanaCiencia2010-09.jpg&amp;diff=7212"/>
		<updated>2010-11-15T17:45:53Z</updated>

		<summary type="html">&lt;p&gt;Elsa.fernandez: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Elsa.fernandez</name></author>
	</entry>
</feed>