Usuario:Ion.marques
De Grupo de Inteligencia Computacional (GIC)
Revisión del 06:47 16 ene 2013 de Ion.marques (discusión | contribs.)
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
- Engineer in Computer Science (June 2010) - Universidad del País Vasco (UPV/EHU)
- Masters Degree in Computational Engineering and Intelligent Systems (2010/2011) - Universidad del País Vasco (UPV/EHU).
- Awarded Best Student Prize for MSc in Computational Engineering and Intelligent Systems 2010/2011.
- Currently:
- PhD Student in the Computational Intelligence Group of the Computer Science and Artificial Intelligence Department - Universidad del País Vasco (UPV/EHU).
Working experience / Grants
- January 2011 - ongoing: Beca predoctoral / Predoctoral fellowship granted by
- Gobierno Vasco / Basque Government.
- August 2010 - December 2010: Personal Investigador Contratado / Hired researcher at
- Universidad del País Vasco (UPV/EHU), Computational Intelligence Group.
- 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.
- July 2007 - September 2007: Prácticas en empresa / Internship:
- Festival de San Sebastián International Film Festival - UPV/EHU.
- IT technician, database administration.
Publications
2013
- Borja Fernandez-Gauna, Ion Marques, Manuel Graña
- "Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control."
- Information Sciences (In Press, Accepted Manuscript) Doi
- JCR(2011) 2.833
2012
- Ion Marqués, Manuel Graña.
- "Fusion of lattice independent and linear features improving face identification."
- Neurocomputing, (In Press, Corrected Proof) Doi
- JCR (2011) 1.580
- 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
- "Special Issue on Extreme Learning Machines (ELM'2011) Hangzhou, China, December 6 – 8, 2011".
- JCR (2011) 1.880
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.
- J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)
- ISBN 978-3-642-21325-0
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
- Herrero, Á.; Corchado, E.; Redondo, C.; Alonso, Á. (eds)
- ISBN: 978-3-642-16625-9
Conferences
- Session chair at International Symposium on Extreme Learning Machines (ELM'2011), Hangzhou, China.
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
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
Revistas objetivo
(de menor a mayor factor de impacto)
- Pattern Recognition Letters 1.235(2010) 1.034(2011)
- Information Fusion 1.621 (2010) 1.467(2011)
- Neurocomputing 1.442 (2010) 1.580(2011)
- Machine Learning 1.967(2010) 1.587(2011)
- Image and Vision Computing 1.578 (2010) 1.723(2011)
- Soft Computing 1.512(2010) 1.880(2011)
- Pattern Recognition 2.682(2010) 2.292(2011)
- Computer Vision and Image Understanding 2.534 (2010) 2.485 (2011)
- Information Sciences 2.836(2010) 2.833(2011)
- ...
- International Journal of Computer Vision 5.151(2010) 3.741(2011)
- ...
- IEEE Trans. Pattern Anal. Mach. Intell. 5.308(2010) 4.908(2011)
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
- Terminado Máster en Ingeniería Computacional y Sistemas Inteligentes. A la espera de completar el papeleo posterior.
- 2011-12: Beca del Gobierno Vasco.
- Ago-Dic 2010: Contrato PIC.
Pending tasks
| Tema | Objetivo | Estado |
|---|---|---|
| ELM ensemble for piecewise FR | on hold | |
| Curvelet/wavelet transforms for FR | limbo | |
| Boosted/Ensembled xxx-ELM | journal | here |
| Adaboost | journal | on hold |
| Face expression | ongoing |
