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:: Book Chapters |
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2014 |
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* |
Livier Rentería-Gutierrez, Lluis A. Belanche-Munoz, Felix F. Gonzalez-Navarro, Margarita Stilianova-Stoytcheva.
''Modeling a Second-Generation Glucose Oxidase Biosensor with Statistical Machine Learning Methods''.
Biosensors: Recent advances and mathematical challenges. Pp. 163-183.
ISBN: 978-84-941872-0-9. OmniaScience. |
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* |
Edwin R. Garcia-Curiel, Larysa-Burtseva, Margarita-Stoytcheva, Felix F. González-Navarro, Ana S. Estrella-Sato
''Modelling the influence of pH and Temperature on the response of an acetylcholinesterase biosensor using Machine Learning Methods''.
Biosensors: Recent advances and mathematical challenges. Pp 185-202.
ISBN: 978-84-941872-0-9. OmniaScience. |
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2012 |
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* |
Felix F. Gonzalez-Navarro, Lluis A. Belanche-Munoz.
''Feature Selection for the Prediction and Visualization of Brain Tumor Types using Proton Magnetic Resonance Spectroscopy Data''.
Computational Intelligence Methods for Bioinformatics and Biostatistics. Volume 7548, 2012, pp 83-97. Springer-Verlag. |
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* |
Larysa Burtseva, Rainier Romero, Salvador Ramirez, Victor Yaurima, Félix F. González-Navarro, Pedro Flores Perez.
''Lot Processing in Hybrid Flow Shop Scheduling Problem''. Production Scheduling. January, 2012. InTech. ISBN 978-953-307-935-6. |
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2011 |
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* |
Felix F. Gonzalez-Navarro, Lluis A. Belanche-Munoz.
''Parsimonious Selection of Useful Genes in Microarray Gene Expression Data. Software Tools and
Algorithms for Biological Systems''. Springer Book Series,
Advances in Experimental Medicine and Biology. Vol. 696, Part I, 45-55. 2011. |
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2009 |
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* |
Felix F. Gonzalez-Navarro, Lluis A. Belanche-Munoz.
''Feature and Model Selection in 1H-MRS single voxel spectra for cancer classification''.
Book: Investigating Human Cancer with Computational Intelligence Techniques. KES International. 2009. |
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:: Journals |
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2014 |
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* |
Jesús E. Mora, Carlos Pérez T., Felix F. González-Navarro and Juan De Dios Ocampo D.
''Thermodynamic properties of refrigerants using artificial neural networks''.
International Journal of Refrigeration. In press. ISSN:
0140-7007. |
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* |
Felix F. Gonzalez-Navarro, Lluis A. Belanche Munoz.
''Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy''.
Computación y Sistemas. Vol 18, No 2 (2014): 18(2) abril-junio 2014. ISSN: 1405-5546. |
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* |
Wendy Flores-Fuentes, Moises Rivas-Lopez, Oleg Sergiyenko, Felix F Gonzalez-Navarro, Javier Rivera-Castillo, Daniel Hernandez-Balbuena, Julio C. Rodriguez-Quinonez
''Combined Application of Power Spectrum Centroid Method and Support Vector Machines for Measurement Improvement in Optical Scanning Systems''.
Signal Processing. Vol 98, 2014. ISSN: 0165-1684. |
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* |
Africa Casillas-Higuera, Rafael Garcia-Cueto, Osvaldo Camacho, Felix F. Gonzalez-Navarro
''Detección de la Isla Urbana de Calor mediante Modelado Dinámico en Mexicali, B.C.''.
Información Tecnológica. Vol 25, No. 1, 2014. ISSN: 0718-0764. |
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2013 |
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* |
Felix F. Gonzalez-Navarro, Lluis A. Belanche Munoz, Karen A. Silva-Colon
''Effective Classification and Gene Expression Profiling for the Facioscapulohumeral Muscular Dystrophy''.
PLOS ONE. December 2013. DOI: 10.1371/journal.pone.0082071. ISSN: 1932-6203. |
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* |
Abigail Zamora-Hernandez, Glora I. Gonzalez-Lopez, Felix F. Gonzalez-Navarro, Mario Gustavo Ordaz Schroeder
''Contribution of software engineering in earthquake engineering''.
Earth Sciences Research Journal. Vol 17, No. 1, 2013. ISSN: 1794-6190. |
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* |
Abigail Zamora-Hernandez, Glora I. Gonzalez-Lopez, Felix F. Gonzalez-Navarro, Mario Gustavo Ordaz Schroeder
''Desarrollo de sistemas de cómputo para el procesamiento de sismos: un reto a superar''.
Geología Colombiana. In press. ISSN: 0072-0992. |
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* |
Julio C. Rodriguez-Quinonez, Oleg Sergiyenko, Fernando Gonzalez-Navarro, Luis Basaca-Preciado, Vera Tyrsa.
''Surface Recognition Improvement in 3D Medical Laser Scanner using Levenberg-Marquardt Method''.
Signal Processing. Volume 93, Issue 2, February 2013, Pages 378–386. ISSN: 0165-1684. |
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2011 |
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* |
Lluis A
Belanche-Munoz, Felix F. Gonzalez-Navarro. ''Review and Evaluation of Feature Selection Algorithms in Synthetic Problems''.
arXiv.org. Cornell University Library. January 2011 |
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2010 |
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* |
Felix F. Gonzalez-Navarro, Lluis A
Belanche-Munoz, Enrique Romero, Alfredo Vellido,Margarida Julia-Sape, Carles Arus. ''Feature and model
selection with discriminatory visualization for diagnostic classification of brain tumours''.
Neurocomputing. Volume 73, Issues 4-6, January 2010, Pages 622-632. |
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2009 |
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* |
Alfredo
Vellido, Enrique
Romero, Felix F. Gonzalez-Navarro, Lluis A
Belanche-Munoz, Margarida Julia-Sape, Carles Arus. ''Outlier
exploration and diagnostic classification of a multi-centre 1H-MRS
brain tumour database''.
Neurocomputing.
Volume 72, Issues 13-15, August 2009, Pages 3085-3097. |
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* |
Felix
F. Gonzalez N. and Lluis
A. Belanche.''Gene Subset Selection in Microarray Data using Entropic Filtering for
Cancer Classification''. Expert
Systems. Special Issue on Advances in Medical Decision Support
Systems. Volume
26 Issue 1, Pages 113 - 124 February 2009. ISSN: 0266-4720. |
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2007 |
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* |
Felix
F. Gonzalez N. and Lluis A. Belanche. ''Thermodynamical
Search Algorithm for Feature Subset Selection''. International
Journal of Computer, Mathematical Sciences and Applications.
Special Issue on Advances in Computing and Optimization
Techniques. Vol. 2 No. 1-2 2007.
ISSN: 0973-3868. |
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:: Papers in Congress |
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2014 |
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* |
W. Flores, J. Rodriguez, J. Hernandez, M. Rivas, O. Serguyenko, Félix F. González-Navarro, J. Rivera.
''Machine vision supported by artificial intelligence''. In the IEEE 23rd International Symposium on Industrial Electronics (ISIE 2014). June 1 - 4, 2014, Istambul, Turkey. IEEE. |
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2011 |
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* |
Edgar A. Castro-Astengo, Félix F. González-Navarro, Brenda L. Flores-Ríos.
''Microarray Gene Subset Selection in Amyotrophic Lateral Sclerosis Classification''. In the 10th Mexican International Conference on Artificial Intelligence (MICAI 2011). November 26 - December 4, 2011, Puebla, México.
IEEE Computer Society. |
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* |
Edwin R. García, Larysa Burtseva, Margarita Stoytcheva, Félix F. González-Navarro.
''Predicting the behavior of the interaction of acetylcholine, the pH and temperature on an acetylcholinesterase biosensor''. In the 10th Mexican International Conference on Artificial Intelligence (MICAI 2011). November 26 - December 4, 2011, Puebla, México. |
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* |
Felix F. Gonzalez and Lluis A. Belanche.
''Feature selection in proton magnetic resonance spectroscopy data of brain tumors''. In the Eigth International Meeting on Computational Intelligence Methods for Bioinformatics and
Biostatistics (CIBB 2011). 30 June - 2 July 2011. Gargnano-Lago di Garda, Italy. |
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2010 |
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* |
Felix F. Gonzalez and Lluis A. Belanche.
''Differentiation of Glioblastomas and Metastases using 1H-MRS Spectral Data''. In the 2010 World
Congress in Computer Science, Computer Engineering, and Applied Computing (WORLDCOMP
2010). Confenrence: The 2010 International Conference on Bioinformatics and Computational Biology (BIOCOMP
2010). 13 - 15 Julio 2010. Las Vegas, Nevada. U.S.A. |
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2009 |
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* |
Felix F. Gonzalez and
Lluis A. Belanche. ''Using Machine Learning Techniques to Explore 1H-MRS data of
Brain Tumors''. In The 8th Mexican International Conference on Artificial Intelligence
(MICAI
2009). 9 - 13 November 2009. Guanajuato, Mexico. IEEE Computer Society. |
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* |
Felix F. Gonzalez and Lluis A. Belanche. ''Machine learning
methods for classifying normal vs. tumorous tissue with spectral data''. In the XXII Congreso Nacional y VIII Congreso
Internacional de Informatica y Computacion 2009 (ANIEI
2009). 21 - 23 October 2009. Ensenada, Mexico. |
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2008 |
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* |
Felix
F. Gonzalez and Lluis A. Belanche. ''Feature
Selection in in vivo 1H-MRS single voxel spectra''. In 12th
International Conference on Knowledge-Based and Intelligent
Information & Engineering Systems (KES 2008). 3 - 5 September 2008.
Zagreb, Croatia. Springer
Lecture Notes in Computer Science. |
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* |
Felix
F. Gonzalez and Lluis A. Belanche. ''Feature
Selection in Proton Magnetic Resonance Spectroscopy for Brain
Tumor Classification''. In 11th European Symposium on
Artificial Neural Networks (ESANN
2008). 23 - 25 April 2008. Bruges, Belgium. |
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2007 |
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* |
Felix
F. Gonzalez and Lluis A. Belanche. ''A
Thermodynamical Search Algorithm for Feature Subset Selection''.
Neural Information Processing. In the 14th International Conference
(ICONIP 2007), Kitakyushu, Japan, November 13-16, 2007. Springer
Lecture Notes in Computer Science. |
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* |
Felix
F. Gonzalez and Lluis A. Belanche. ''Un algoritmo para el
calculo de la relevancia entropica multivariada y su
uso en la seleccion de variables''. In II Congreso
Espanol de Informatica. IV Taller de Mineria
de Datos y Aprendizaje (TAMIDA 2007). September
2007. Zaragoza, Spain. ISBN: 978-84-9732-602-5. |
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* |
Lluis
A. Belanche and Felix F. Gonzalez N. ''A Thermodynamic
Algorithm for Feature Selection''. In
II Congreso Espanol de Informatica. Simposium de
Inteligencia Computacional (SICO 2007). September
2007. Zaragoza, Spain. ISBN: 978-84-9732-602-5. |
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:: Phd Thesis |
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1. |
Felix F. Gonzalez-Navarro.
''Feature Selection in cancer research: Microarray Gene Expression and in vivo 1H-MRS domains''. Phd thesis.
Software Department.
Technical University of Catalonia. Barcelona, Spain. 2011 |
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