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

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.