Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series
Author-s: Manuel Galvez, Juan; Castillo, Daniel; Javier Herrera, Luis; San Roman, Belen; Valenzuela, Olga; Ortuno, Francisco Manuel; Rojas, Ignacio
Source: PLOS ONE 13 5 0 0 2018
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis
Author-s: Guillen, Alberto; Herrera, Luis J.; Pomares, Hector; Rojas, Ignacio; Liebana-Cabanillas, Francisco
Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 31 2 153 172 2016
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition
Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction
Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, L. J.; Florido, J. P.; Ortuno, F.
Source: 5TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS (PA 93 373 380 5th International Conference on Practical Applicat APR 06-08, 2011 Salamanca, Salamanca 2011
Effect of Pre-processing methods on Microarray-based SVM classifiers in Affymetrix Genechips
Author-s: Florido, J. P.; Pomares, H.; Rojas, I.; Urquiza, J. M.; Herrera, L. J.; Claros, M. G.
Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
Predicting marital dissolutions using Radial Basis Function Neural Networks
Author-s: Guillen, A.; Tovar, C.; Herrera, L. J.; Pomares, H.; Gonzalez, J.; Guillen, J. F.; Rojas, I.
Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 2010
Global and Local Modelling in Radial Basis Functions Networks
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Rubio, G.; Urquiza, J.
Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 49 56 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection
Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Florido, J. P.; Rubio, G.; Herrera, L. J.; Calvo, J. C.; Ortega, J.
Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 853 860 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
A first approach to birth weight prediction using RBFNNs
Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.
Source: Bio-Inspired Modeling of Cognitive Tasks, Pt 1, Proceedings 4527 253 260 2nd International Work-Conference on the Interplay JUN 18-21, 2007 La Manga del Mar Menor, La Manga del Mar Menor 2007
Parallel multi-objective memetic RBFNNs design and feature selection for function approximation problems
Author-s: Guillen, Alberto; Pomares, Hector; Gonzalez, Jesus; Rojas, Ignacio; Herrera, L. J.; Prieto, A.
Source: COMPUTATIONAL AND AMBIENT INTELLIGENCE 4507 341 350 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
A new multiobjective RBFNNs designer and feature selector for a mineral reduction application
Author-s: Guillen, Alberto; Gonzalez, Jesus; Rojas, Ignacio; Poinares, Hctor; Herrera, L. J.; Fernandez, F.
Source: 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 1885 1890 IEEE International Conference on Fuzzy Systems JUL 23-26, 2007 London, London 2007
Effective input variable selection for function approximation
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Verleysen, M.; Guilen, A.
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 1 4131 41 50 16th International Conference on Artificial Neural SEP 10-14, 2006 Athens, Athens 2006
Multiobjective RBFNNs designer for function approximation: An application for mineral reduction
Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Fernandez, Francisco
Source: ADVANCES IN NATURAL COMPUTATION, PT 1 4221 511 520 2nd International Conference on Natural Computatio SEP 24-28, 2006 Xian, Xian 2006
A fuzzy-possibilistic fuzzy ruled clustering algorithm for RBFNNs design
Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.; Prieto, A.
Source: Rough Sets and Current Trends in Computing, Proceedings 4259 647 656 5th International Conference on Rough Sets and Cur NOV 06-08, 2006 Kobe, Kobe 2006
Improving the performance of multi-objective genetic algorithm for function approximation through parallel islands specialisation
Author-s: Guillen, A.; Rojas, I.; Gonzalez, J.; Pomares, H.; Herrera, L. J.; Paechter, B.
Source: AI 2006: Advances in Artificial Intelligence, Proceedings 4304 1127 1132 19th Australian Joint Conference on Artificial Int DEC 04-08, 2006 Hobart, Hobart 2006
Supervised RBFNN centers and radii initialization for function approximation problems
Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Prieto, A.
Source: 2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10 3175 3180 IEEE International Joint Conference on Neural Netw JUL 16-21, 2006 Vancouver, Vancouver 2006
Prediction of Protein-Protein Interactions in Yeast using SVMs with Genomics/Proteomics Information and Feature Selection
Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, L. J.; Rubio, G.; Florido, J. P.
Source: 2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES 643 648 24th International Symposium on Computer and Infor SEP 14-16, 2009 Guzelyurt, Guzelyurt 2009
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks
Author-s: Guillen, A.; Trujillo, A. M.; Romero, S.; Rubio, G.; Rojas, I.; Pomares, H.; Herrera, L. J.; Guillen, J. F.
Source: 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 1263 1267 9th International Conference on Intelligent System NOV 30-DEC 02, 2009 Univ Pisa, Univ Pisa, Univ Pisa 2009
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching using Vita Classical Shades
Author-s: Herrera, L. J.; Perez, M. M.; Santana, J.; Pulgar, R.; Gonzalez, J.; Pomares, H.; Rojas, I.
Source: 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS 1268 1273 9th International Conference on Intelligent System NOV 30-DEC 02, 2009 Univ Pisa, Univ Pisa, Univ Pisa 2009
Self-adaptive robot control using fuzzy logic
Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Valenzuela, O.
Source: 9th IEEE International Workshop on Advanced Motion Control, Vols 1 and 2, Proceedings 687 691 9th International Workshop on Advanced Motion Cont MAR 27-29, 2006 Istanbul, Istanbul 2006
Soft-computing techniques for the development of adaptive helicopter flight controller
Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Rojas, F.
Source: 9th IEEE International Workshop on Advanced Motion Control, Vols 1 and 2, Proceedings 709 714 9th International Workshop on Advanced Motion Cont MAR 27-29, 2006 Istanbul, Istanbul 2006
IShadeGuide: Aplicación inteligente para Odontología Estética Restauradora
Principal Investigator: Luis Javier Herrera Maldonado
Reference: BioTic-2013-P94
Start date: 2013-01-01
End date: 2013-12-31
Research Group: TIC-117
Amount to UGR: 23000.00
Funding Agency: CEI-BioTIC: consorcio UGR, CSIC y Parque Tecnológico de la Salud Granada
Program: Proyectos de investigación financiados por el CEI BioTIC
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Nuevos métodos de predicción de Interacción de Proteína-Proteína utilizando Sistemas Inteligentes en Bases de Datos de Proteómica
Author: José Miguel Urquiza Ortiz
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2011-10-14
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas, Luis Javier Herrera Maldonado
Special mention: europea
Visiting researcher: Herrera Maldonado, Luis Javier
Research group: TIC-117
Place: EDINBURGH; REINO UNIDO
Start date: 2008-07-15
End date: 2008-10-01
Visiting category: POSTD
MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS
Visiting researcher: Herrera Maldonado, Luis Javier
Research group: TIC-117
Place: TÜBINGEN; ALEMANIA
Start date: 2004-05-30
End date: 2004-09-02
Visiting category: PRED