Diferencia entre revisiones de «Usuario:Ion.marques»
De Grupo de Inteligencia Computacional (GIC)
m (→2012) |
m (→2013) |
||
| Línea 55: | Línea 55: | ||
* Borja Ayerdi, Ion Marqués and Manuel Grana | * Borja Ayerdi, Ion Marqués and Manuel Grana | ||
: " | : "Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation" | ||
: Neurocomputing | : Neurocomputing | ||
Revisión del 13:55 26 ago 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
- 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
2014
- Ion Marques, Manuel Graña, Anna Kaminska-Chuchmala, Bruno Apolloni
- "An Experiment of Subconscious Intelligent Social Computing on household appliances"
- Neurocomputing
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
- "Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation"
- Neurocomputing
- 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
- 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
SandS project
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
