Usuario:Ion.marques

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

• March 2014 - ongoing: Visiting PhD student at

Electrical & Computer Engineering, University of Texas at El Paso (USA).

• January 2011 - ongoing: Beca predoctoral / Predoctoral fellowship granted by

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

2013

• Iñigo Barandiaran, Odei Maiz, Ion Marqués and Manuel Grana

"ELM for Retinal Vessel Classification"

Proceedings of ELM2013, Springer-Verlag

• Borja Ayerdi, Ion Marqués and Manuel Grana

"Spectral-spatial semi-supervised hyperspectral image segmentation using Ensembles of Extreme Learning Machines"

tbd

• Borja Fernandez-Gauna, Ion Marqués, Manuel Graña

"Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control."

Information Sciences Volume 232, Pages 309–324 Doi

JCR(2011) 2.833

• 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. 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.

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.

Revistas objetivo

(de menor a mayor factor de impacto)

Computer Vision and Image Understanding 2.534 (2010) 2.485 (2011) 1.232(2012)

Pattern Recognition Letters 1.235(2010) 1.034(2011) 1.266(2012)

Machine Learning 1.967(2010) 1.587(2011) 1.454(2012)

Neurocomputing 1.442 (2010) 1.580(2011) 1.634(2012)

Image and Vision Computing 1.578 (2010) 1.723(2011) 1.959(2012)

Information Fusion 1.621 (2010) 1.467(2011) 2.262(2012)

Soft Computing 1.512(2010) 1.880(2011) 1.124(2012)

Pattern Recognition 2.682(2010) 2.292(2011) 2.632(2012)

IEEE J-STARS 1.140(2010) 1.489(2011) 2.874(2012)

IEEE TGARS 2.485(2010) 2.895(2011) 3.467(2012)

Information Sciences 2.836(2010) 2.833(2011) 3.643(2012)

International Journal of Computer Vision 5.151(2010) 3.741(2011) 3.623(2012)

IEEE PAMI 5.308(2010) 4.908(2011) 4.795(2012)

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.

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Word cloud, from the text of my papers.

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Where the failed experiments go