Diferencia entre revisiones de «Usuario:Ion.marques»

De Grupo de Inteligencia Computacional (GIC)
 
(No se muestran 48 ediciones intermedias del mismo usuario)
Línea 8: Línea 8:
: Universidad del País Vasco (UPV/EHU)
: Universidad del País Vasco (UPV/EHU)
: Paseo Manuel Lardizabal 1, 20018 Donostia-San Sebastián (Spain)
: Paseo Manuel Lardizabal 1, 20018 Donostia-San Sebastián (Spain)


== Studies ==
== Studies ==


* Engineer in Computer Science (June 2010) - Universidad del País Vasco (UPV/EHU)
* PhD in Computer Science (November 2014), University of the Basque Country UPV/EHU.
* [http://www.kisa.ehu.es/ Masters Degree in Computational Engineering and Intelligent Systems] (2010/2011) - Universidad del País Vasco (UPV/EHU).
* [http://www.kisa.ehu.es/ Masters Degree in Computational Engineering and Intelligent Systems] (2010/2011) - University of the Basque Country UPV/EHU.
** Awarded Best Student Prize for MSc in Computational Engineering and Intelligent Systems 2010/2011.
** Awarded Best Student Prize for MSc in Computational Engineering and Intelligent Systems 2010/2011.
* Engineer in Computer Science (June 2010) - University of the Basque Country UPV/EHU.


* Currently:
== Working experience / Grants ==
: PhD Student in the [http://www.ehu.es/ccwintco/ Computational Intelligence Group] of the Computer Science and Artificial Intelligence Department - Universidad del País Vasco (UPV/EHU).


== Working experience / Grants ==
* March 2014 - June 2014: Visiting PhD student at
: Electrical & Computer Engineering, University of Texas at El Paso (USA).


* January 2011 - ongoing: [http://www.hezkuntza.ejgv.euskadi.net/r43-5552/es/contenidos/informacion/dib4/es_2035/bfi_c.html Beca predoctoral / Predoctoral fellowship] granted by
* January 2011 - ongoing: [http://www.hezkuntza.ejgv.euskadi.net/r43-5552/es/contenidos/informacion/dib4/es_2035/bfi_c.html Beca predoctoral / Predoctoral fellowship] granted by
: Gobierno Vasco / Basque Government.
: Gobierno Vasco / Basque Government at
: Universidad del País Vasco (UPV/EHU), [http://www.ehu.es/ccwintco/ Computational Intelligence Group] (Spain).
 
* November 2012 - February 2013: Research Assistant Internship at
: School of Electrical & Electronic Engineering , Nanyang Technological University (Singapore).


* August 2010 - December 2010: Personal Investigador Contratado / Hired researcher at
* August 2010 - December 2010: Personal Investigador Contratado / Hired researcher at
: Universidad del País Vasco (UPV/EHU), [http://www.ehu.es/ccwintco/ Computational Intelligence Group].
: Universidad del País Vasco (UPV/EHU), [http://www.ehu.es/ccwintco/ Computational Intelligence Group] (Spain).
: Project: University-industry. Study of the state of the art in biometric recognition.
: Project: University-industry. Study of the state of the art in biometric recognition.


* July 2008 - October 2008: IT technician and database administrator at  
* July 2008 - October 2008: IT technician and database administrator at  
: Festival de San Sebastián International Film Festival.
: Festival de San Sebastián International Film Festival (Spain).


* July 2007 - September 2007: Prácticas en empresa / Internship:
* July 2007 - September 2007: Prácticas en empresa / Internship:
: Festival de San Sebastián International Film Festival - UPV/EHU.
: Festival de San Sebastián International Film Festival - UPV/EHU (Spain).
: IT technician, database administration.
: IT technician, database administration.


== Publications ==
====2014====
* Ion Marques, Manuel Graña, Anna Kaminska-Chuchmala, Bruno Apolloni
: "An Experiment of Subconscious Intelligent Social Computing on household appliances"
: Neurocomputing, accepted
: JCR(2013) 2.005
* Borja Ayerdi, Ion Marqués and Manuel Graña
: "Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation"
: Neurocomputing, In Press [http://dx.doi.org/10.1016/j.neucom.2014.01.068 Doi]
: JCR(2013) 2.005
*  Ion Marques, Manuel Graña
: "Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing"
: Proceedings of HAIS 2014, Salamanca, Spain, June 11-13, 2014.
: Lecture Notes in Computer Science Volume 8480, pp 266-273 [http://dx.doi.org/10.1007/978-3-319-07617-1_24 Doi]
====2013====
* Iñigo Barandiaran, Odei Maiz, Ion Marqués and Manuel Grana
: "ELM for Retinal Vessel Classification"
: Proceedings of ELM2013, Beijing, China.
: Adaptation, Learning, and Optimization, vol 16, Pages 135-143 [http://dx.doi.org/10.1007/978-3-319-04741-6_10 Doi]
* Borja Fernandez-Gauna, Ion Marqués, Manuel Graña
: "Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control."
: Information Sciences vol 232, Pages 309–324 [http://dx.doi.org/10.1016/j.ins.2012.12.021 Doi]
: JCR(2011) 2.833 JCR(2013) 3.893
* Ion Marqués, Manuel Graña
: "Greedy sparsification WM algorithm for endmember induction in hyperspectral images."
: Proceedings of the [http://www.iwinac.uned.es/iwinac2013/ IWINAC 2013], Mallorca, Spain. June 10-13, 2013.
: LNCS vol 7931, Pages 336-344 [http://link.springer.com/chapter/10.1007/978-3-642-38622-0_35 Link]
* Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni.
: "A domestic application of Intelligent Social Computing: the SandS project."
: Proceedings of the [http://soco13.usal.es SOCO 2013], Salamanca, Spain. September 11-13, 2013.
: AISC vol 239, Pages 221-228 [http://link.springer.com/chapter/10.1007/978-3-319-01854-6_23 Link]


== Publications ==
====2012====
====2012====


* Ion Marqués, Manuel Graña.
* Ion Marqués, Manuel Graña.
: "Fusion of lattice independent and linear features improving face identification."
: "Fusion of lattice independent and linear features improving face identification."
: Neurocomputing (accepted) "Special Issue: IWINAC 2011"
: Neurocomputing, Vol. 114, pp. 80-85. [10.1016/j.neucom.2012.06.045 Doi]
: JCR (2011) 1.580  
: JCR (2011) 1.580 JCR(2013) 2.005
 


* Ion Marqués, Manuel Graña.
* Ion Marqués, Manuel Graña.
Línea 49: Línea 90:
: Proceedings of the [http://hais.usal.es/ HAIS 2012], Salamanca, Spain. March 28-30, 2012.
: Proceedings of the [http://hais.usal.es/ HAIS 2012], Salamanca, Spain. March 28-30, 2012.
: LNCS, 2012, vol. 7209, part II, pp.  436-447, [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]
: LNCS, 2012, vol. 7209, part II, pp.  436-447, [http://dx.doi.org/10.1007/978-3-642-28931-6_42 Doi]


* Ion Marques, Manuel Graña
* Ion Marques, Manuel Graña
: "Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines." [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/presentation-ELM2011.pdf Slides]
: "Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines." [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/presentation-ELM2011.pdf Slides]
: Soft Computing, Vol. 16, Num. 9 (2012), pp.1525-1537,[http://dx.doi.org/10.1007/s00500-012-0826-4 Doi]
: Soft Computing, Vol. 16, Num. 9 (2012), pp.1525-1537,[http://dx.doi.org/10.1007/s00500-012-0826-4 Doi]
: "Special Issue on Extreme Learning Machines [http://www.extreme-learning-machines.org/ELM2011 (ELM'2011) Hangzhou, China, December 6 – 8, 2011]".  
: JCR  (2011) 1.880 JCR(2013) 1.304
: JCR (2011) 1.880


====2011====
====2011====
Línea 63: Línea 102:
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Proceedings of the [http://www.iwinac.uned.es/iwinac2011/ IWINAC 2011], La Palma, Spain. May 30-June 3, 2011.
: Lecture Notes in Computer Science, 2011, vol. 6678, pp.286-294, [http://dx.doi.org/10.1007/978-3-642-21326-7_31 Doi].
: Lecture Notes in Computer Science, 2011, vol. 6678, pp.286-294, [http://dx.doi.org/10.1007/978-3-642-21326-7_31 Doi].
: J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)
: ISBN 978-3-642-21325-0


====2010====
====2010====
Línea 72: Línea 109:
: Proceedings of the [http://gicap.ubu.es/cisis2010/home/home.shtml CISIS 2010], León, Spain, November 11-12, 2010.
: Proceedings of the [http://gicap.ubu.es/cisis2010/home/home.shtml CISIS 2010], León, Spain, November 11-12, 2010.
: Advances in Intelligent and Soft Computing, 2010, vol. 85, pp. 89-96, [http://dx.doi.org/10.1007/978-3-642-16626-6_10 Doi]
: Advances in Intelligent and Soft Computing, 2010, vol. 85, pp. 89-96, [http://dx.doi.org/10.1007/978-3-642-16626-6_10 Doi]
: Herrero, Á.; Corchado, E.; Redondo, C.; Alonso, Á. (eds)
: ISBN: 978-3-642-16625-9


== Conferences ==
== Conferences ==
 
* Co-organized [http://kes2012.kesinternational.org/ KES 2012].
* Session chair at International Symposium on Extreme Learning Machines (ELM'2011), Hangzhou, China.
* Session chair at International Symposium on Extreme Learning Machines (ELM'2011), Hangzhou, China.
* Attended [http://gicap.ubu.es/cisis2013/ CISIS] (2010), [http://hais.usal.es/ HAIS] (2010 and 2012), [http://iwinac.uned.es IWINAC] (2011 and 2013), [http://soco.usal.es/ SOCO] (2013), [http://kes2012.kesinternational.org/ KES] (2012), in Spain; [http://www.ntu.edu.sg/home/egbhuang/ ELM] (2011 and 2013) in China; [http://www.ntu.edu.sg/home/egbhuang/ ELM] (2012) in Singapore; [http://www.fi-dublin.eu/ Future Internet Assembly] (2013) in Ireland.


== Research Areas ==
== Research Areas ==
* Face recognition
* Face recognition
* Facial expression analysis
* Hyperspectral imaging
* Hyperspectral imaging
* Lattice computing
* Lattice computing
Línea 89: Línea 126:
==== General ====
==== General ====
:[http://ieeexplore.ieee.org/Xplore/dynhome.jsp?tag=1 IEEE Xplore]
:[http://ieeexplore.ieee.org/Xplore/dynhome.jsp?tag=1 IEEE Xplore]
:[http://ieeexplore.ieee.org.ezlibproxy1.ntu.edu.sg/ IEEE Xplore - NTU login]
:[http://www.springerlink.com/ SpringerLink]
:[http://www.springerlink.com/ SpringerLink]
:[http://ezlibproxy1.ntu.edu.sg/login?url=http://link.springer.com/ SpringerLink - NTU login]
:[http://www.sciencedirect.com/ ScienceDirect]
:[http://www.sciencedirect.com/ ScienceDirect]
:[http://ezlibproxy1.ntu.edu.sg/login?url=http://www.sciencedirect.com ScienceDirect - NTU login]
:[http://www.wikicfp.com/ WikiCFP : Call For Papers of Conferences, Workshops and Journals]
:[http://www.wikicfp.com/ WikiCFP : Call For Papers of Conferences, Workshops and Journals]
:[http://www.accesowok.fecyt.es/login/ ISI Web of Knowledge - EHU institutional login]
:[http://www.accesowok.fecyt.es/login/ ISI Web of Knowledge - UPV/EHU login]
:[http://ezlibproxy1.ntu.edu.sg/login?url=http://webofknowledge.com ISI Web of Knowledge - NTU login]
:[http://www.arc.gov.au/era/era_journal_list.htm Ranked Outlets - Australian Research Council (ARC)]
:[http://www.arc.gov.au/era/era_journal_list.htm Ranked Outlets - Australian Research Council (ARC)]
:[http://www.informatik.uni-trier.de/~ley/db/index.html DBLP Bibliography]
:[http://www.informatik.uni-trier.de/~ley/db/index.html DBLP Bibliography]
:[https://www.educacion.es/teseo/irGestionarConsulta.do Teseo]
:[https://www.educacion.es/teseo/irGestionarConsulta.do Teseo]
:[http://www.biblioteka.ehu.es/p207-content/es/contenidos/enlace/biblioteca_internet/es_biblione/biblioteca_internet.html Biblioteka EHU - Recursos temáticos en Internet]
:[http://www.biblioteka.ehu.es/p207-content/es/contenidos/enlace/biblioteca_internet/es_biblione/biblioteca_internet.html Biblioteka EHU - Recursos temáticos en Internet]


==== Software ====
==== Software ====
Línea 103: Línea 143:
:[http://sivp.sourceforge.net/ SIVC (image processing tool) for Scilab]
:[http://sivp.sourceforge.net/ SIVC (image processing tool) for Scilab]
:[http://photobatch.stani.be/ Phatch - Photo Batch Processor]
:[http://photobatch.stani.be/ Phatch - Photo Batch Processor]
 
:[https://github.com/davvil/pdfpc PDFPC] A presenter console with multi-monitor support for PDF files


== Code (Matlab) ==
== Code (Matlab) ==
Línea 111: Línea 151:
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/xPCA-LDA_2011-09-30.zip LDA with PCA, 2DPCA, 2D2PCA, B2DPCA or kernel-PCA preprocess.]
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/xPCA-LDA_2011-09-30.zip LDA with PCA, 2DPCA, 2D2PCA, B2DPCA or kernel-PCA preprocess.]
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/trasFaceDetection-code-2011-04-28.zip PCA, ICAs, LDA and LICA.]
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/trasFaceDetection-code-2011-04-28.zip PCA, ICAs, LDA and LICA.]
 
:[http://www.ehu.es/ccwintco/index.php/Endmember_Induction_Algorithms_(EIAs)_for_MATLAB_and_SCILAB Endmember Induction Algorithms]
==== Classifiers  ====
==== Classifiers  ====
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/code_ELMs_2011-07-08.zip ELM, ELM with ridge regression, kernel-ELM and 1-NN.]
:[http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/368/code_ELMs_2011-07-08.zip ELM, ELM with ridge regression, kernel-ELM and 1-NN.]
==== SandS project ====
:[http://www.ehu.es/ccwintco/uploads/3/3b/SandS_DB_2014-03-26.zip Data base, plus the generating code.]


== Revistas objetivo ==
(de mayor a menor factor de impacto)


== Revistas objetivo ==
: IEEE PAMI 5.308(2010) 4.908(2011) 4.795(2012) 5.694(2013)
(de menor a mayor factor de impacto)
: Information Sciences 2.836(2010) 2.833(2011) 3.643(2012) 3.893(2013)
: International Journal of Computer Vision 5.151(2010) 3.741(2011) 3.623(2012) 3.533(2013)
: Information Fusion 1.621 (2010) 1.467(2011) 2.262(2012) 3.472(2013)
: IEEE TGARS 2.485(2010) 2.895(2011) 3.467(2012) 2.933(2013)
: IEEE J-STARS 1.140(2010) 1.489(2011) 2.874(2012) 2.827(2013)
: Pattern Recognition 2.682(2010) 2.292(2011) 2.632(2012) 2.584(2013)
: Neurocomputing 1.442 (2010) 1.580(2011) 1.634(2012) 2.005(2013)
: Machine Learning 1.967(2010) 1.587(2011) 1.454(2012) 1.689(2013)
: Image and Vision Computing 1.578 (2010) 1.723(2011) 1.959(2012) 1.581(2013)
: Computer Vision and Image Understanding 2.534 (2010) 2.485 (2011) 1.232(2012) 1.358(2013)
: Soft Computing 1.512(2010) 1.880(2011) 1.124(2012) 1.304(2013)
: Pattern Recognition Letters 1.235(2010) 1.034(2011) 1.266(2012) 1.062(2013)


: Pattern Recognition Letters 1.235
: Neurocomputing 1.442
: Soft Computing 1.512
: Information Fusion 1.621
: Image and Vision Computing 1.578
: Machine Learning 1.967
: Computer Vision and Image Understanding 2.534
: Pattern Recognition 2.682
: ...
== Informes internos ==
== Informes internos ==
:[http://www.ehu.es/ccwintco/index.php/Jornada_GIC_random_forests_2012-01-27#distribuci.C3.B3n_de_articulos_a_presentar GIC "Random Forest and Classifier Ensembles" Seminar]
:[http://www.ehu.es/ccwintco/index.php/Jornada_GIC_random_forests_2012-01-27#distribuci.C3.B3n_de_articulos_a_presentar GIC "Random Forest and Classifier Ensembles" Seminar]
Línea 144: Línea 190:
: Director: Manuel Graña
: Director: Manuel Graña


: Terminado [http://www.kisa.ehu.es/ Máster en Ingeniería Computacional y Sistemas Inteligentes]. A la espera de completar el papeleo posterior.
:[http://www.hezkuntza.ejgv.euskadi.net/r43-5552/es/contenidos/informacion/dib4/es_2035/bfi_c.html Beca del Gobierno Vasco].
 
: Depositada, defensa el 14 de noviembre. [http://www.ehu.es/ccwintco/index.php?title=Tesis_doctorales_dirigidas Más info].
 
----
 


: 2011-12: [http://www.hezkuntza.ejgv.euskadi.net/r43-5552/es/contenidos/informacion/dib4/es_2035/bfi_c.html Beca del Gobierno Vasco].
[[File:Screenshot_2014-03-25_12.45.07.png | center | 700px | thumb | Word cloud, from the text of my papers.]]


: Ago-Dic 2010: Contrato PIC.
----


== Pending tasks ==


{| border="1" cellpadding="10" cellspacing="0"
[http://youtu.be/ti3l3wGJc5U Where the failed experiments go]
! align="left"|Tema
! Objetivo
|-
| LICA feature fusion for FR
| journal
|-
| QL + RF (Borja)
| journal
|-
| ELM ensemble for piecewise FR
|
|-
| Curvelet/wavelet transforms for FR
|
|-
|}
[http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=368 Groupware.]
<br/>

Revisión actual - 18:05 14 nov 2014

Ion Marqués

  • Contact: ion.marques_at_ehu.es
  • Postal address:
Att: Ion Marqués
Grupo de Inteligencia Computacional
Facultad de Informática
Universidad del País Vasco (UPV/EHU)
Paseo Manuel Lardizabal 1, 20018 Donostia-San Sebastián (Spain)

Studies

  • PhD in Computer Science (November 2014), University of the Basque Country UPV/EHU.
  • Masters Degree in Computational Engineering and Intelligent Systems (2010/2011) - University of the Basque Country UPV/EHU.
    • Awarded Best Student Prize for MSc in Computational Engineering and Intelligent Systems 2010/2011.
  • Engineer in Computer Science (June 2010) - University of the Basque Country UPV/EHU.

Working experience / Grants

  • March 2014 - June 2014: Visiting PhD student at
Electrical & Computer Engineering, University of Texas at El Paso (USA).
Gobierno Vasco / Basque Government at
Universidad del País Vasco (UPV/EHU), Computational Intelligence Group (Spain).
  • November 2012 - February 2013: Research Assistant Internship at
School of Electrical & Electronic Engineering , Nanyang Technological University (Singapore).
  • August 2010 - December 2010: Personal Investigador Contratado / Hired researcher at
Universidad del País Vasco (UPV/EHU), Computational Intelligence Group (Spain).
Project: University-industry. Study of the state of the art in biometric recognition.
  • July 2008 - October 2008: IT technician and database administrator at
Festival de San Sebastián International Film Festival (Spain).
  • July 2007 - September 2007: Prácticas en empresa / Internship:
Festival de San Sebastián International Film Festival - UPV/EHU (Spain).
IT technician, database administration.

Publications

2014

  • Ion Marques, Manuel Graña, Anna Kaminska-Chuchmala, Bruno Apolloni
"An Experiment of Subconscious Intelligent Social Computing on household appliances"
Neurocomputing, accepted
JCR(2013) 2.005
  • Borja Ayerdi, Ion Marqués and Manuel Graña
"Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation"
Neurocomputing, In Press Doi
JCR(2013) 2.005
  • Ion Marques, Manuel Graña
"Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing"
Proceedings of HAIS 2014, Salamanca, Spain, June 11-13, 2014.
Lecture Notes in Computer Science Volume 8480, pp 266-273 Doi

2013

  • Iñigo Barandiaran, Odei Maiz, Ion Marqués and Manuel Grana
"ELM for Retinal Vessel Classification"
Proceedings of ELM2013, Beijing, China.
Adaptation, Learning, and Optimization, vol 16, Pages 135-143 Doi
  • Borja Fernandez-Gauna, Ion Marqués, Manuel Graña
"Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control."
Information Sciences vol 232, Pages 309–324 Doi
JCR(2011) 2.833 JCR(2013) 3.893
  • Ion Marqués, Manuel Graña
"Greedy sparsification WM algorithm for endmember induction in hyperspectral images."
Proceedings of the IWINAC 2013, Mallorca, Spain. June 10-13, 2013.
LNCS vol 7931, Pages 336-344 Link
  • Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni.
"A domestic application of Intelligent Social Computing: the SandS project."
Proceedings of the SOCO 2013, Salamanca, Spain. September 11-13, 2013.
AISC vol 239, Pages 221-228 Link

2012

  • Ion Marqués, Manuel Graña.
"Fusion of lattice independent and linear features improving face identification."
Neurocomputing, Vol. 114, pp. 80-85. [10.1016/j.neucom.2012.06.045 Doi]
JCR (2011) 1.580 JCR(2013) 2.005
  • Ion Marqués, Manuel Graña.
"Image security and biometrics: A review." Slides
Proceedings of the HAIS 2012, Salamanca, Spain. March 28-30, 2012.
LNCS, 2012, vol. 7209, part II, pp. 436-447, Doi
  • Ion Marques, Manuel Graña
"Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines." Slides
Soft Computing, Vol. 16, Num. 9 (2012), pp.1525-1537,Doi
JCR (2011) 1.880 JCR(2013) 1.304

2011

  • Ion Marqués, Manuel Graña.
"Experiments on Lattice Independent Component Analysis for Face Recognition." Slides
Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.
Lecture Notes in Computer Science, 2011, vol. 6678, pp.286-294, Doi.

2010

  • Ion Marqués, Manuel Graña
"Face processing for security: a short review." Slides
Proceedings of the CISIS 2010, León, Spain, November 11-12, 2010.
Advances in Intelligent and Soft Computing, 2010, vol. 85, pp. 89-96, Doi

Conferences

  • Co-organized KES 2012.
  • Session chair at International Symposium on Extreme Learning Machines (ELM'2011), Hangzhou, China.
  • Attended CISIS (2010), HAIS (2010 and 2012), IWINAC (2011 and 2013), SOCO (2013), KES (2012), in Spain; ELM (2011 and 2013) in China; ELM (2012) in Singapore; Future Internet Assembly (2013) in Ireland.

Research Areas

  • Face recognition
  • Facial expression analysis
  • Hyperspectral imaging
  • Lattice computing
  • Extreme Learning Machines

Bookmarks

General

IEEE Xplore
IEEE Xplore - NTU login
SpringerLink
SpringerLink - NTU login
ScienceDirect
ScienceDirect - NTU login
WikiCFP : Call For Papers of Conferences, Workshops and Journals
ISI Web of Knowledge - UPV/EHU login
ISI Web of Knowledge - NTU login
Ranked Outlets - Australian Research Council (ARC)
DBLP Bibliography
Teseo
Biblioteka EHU - Recursos temáticos en Internet

Software

Scilab
SIVC (image processing tool) for Scilab
Phatch - Photo Batch Processor
PDFPC A presenter console with multi-monitor support for PDF files

Code (Matlab)

Feature Extraction

PCA, 2DPCA, 2D2PCA, B2DPCA, kernel-PCA.
LDA with PCA, 2DPCA, 2D2PCA, B2DPCA or kernel-PCA preprocess.
PCA, ICAs, LDA and LICA.
Endmember Induction Algorithms

Classifiers

ELM, ELM with ridge regression, kernel-ELM and 1-NN.

SandS project

Data base, plus the generating code.

Revistas objetivo

(de mayor a menor factor de impacto)

IEEE PAMI 5.308(2010) 4.908(2011) 4.795(2012) 5.694(2013)
Information Sciences 2.836(2010) 2.833(2011) 3.643(2012) 3.893(2013)
International Journal of Computer Vision 5.151(2010) 3.741(2011) 3.623(2012) 3.533(2013)
Information Fusion 1.621 (2010) 1.467(2011) 2.262(2012) 3.472(2013)
IEEE TGARS 2.485(2010) 2.895(2011) 3.467(2012) 2.933(2013)
IEEE J-STARS 1.140(2010) 1.489(2011) 2.874(2012) 2.827(2013)
Pattern Recognition 2.682(2010) 2.292(2011) 2.632(2012) 2.584(2013)
Neurocomputing 1.442 (2010) 1.580(2011) 1.634(2012) 2.005(2013)
Machine Learning 1.967(2010) 1.587(2011) 1.454(2012) 1.689(2013)
Image and Vision Computing 1.578 (2010) 1.723(2011) 1.959(2012) 1.581(2013)
Computer Vision and Image Understanding 2.534 (2010) 2.485 (2011) 1.232(2012) 1.358(2013)
Soft Computing 1.512(2010) 1.880(2011) 1.124(2012) 1.304(2013)
Pattern Recognition Letters 1.235(2010) 1.034(2011) 1.266(2012) 1.062(2013)

Informes internos

GIC "Random Forest and Classifier Ensembles" Seminar
Multi/Hyperspectral face image DB examples. Presentation
Proyecto Fin de Carrera
Instrucciones plantilla LyX Proyecto Fin de Carrera
Face detection in Scilab/OpenCV - slides
Extreme Learning Machines (ELM) basics - slides
Materiales del Máster
Instrucciones y código Weka
Terminología estadística en Weka
ELM'2011 informe breve

Estado burocrático de la tesis

Director: Manuel Graña
Beca del Gobierno Vasco.
Depositada, defensa el 14 de noviembre. Más info.


Word cloud, from the text of my papers.


Where the failed experiments go

Obtenido de «http://ehu.eus/ccwintco/index.php?title=Usuario:Ion.marques&oldid=17336»