Ignacio Rojas Ruiz

Ignacio Rojas Ruiz

Correo: irojasugr.es
Web: http://citic.ugr.es/personal/irojas@atc.ugr.es

CV Summary

Ignacio Rojas received the B.Sc. degree in electronic physics in 1992 and the Ph.D. degree in Intelligent Systems with honors in 1996, both from the University of Granada, Spain. He has been visiting professor at the University of Dortmund (Germany) at the Department of Electrical Engineering, as a visiting researcher with the BISC Group of Prof. L.Zadeh, University of California, Berkeley and as visiting professor at the Muenster University of Applied Sciences, Germany. He is currently Full Professor with the Department of Computer Architecture and Computer Technology, University of Granada, member of the IEEE Computational Intelligence Society and Secretary of the IEEE Spanish Regional Interest Group of the Neural Networks Council. His research interests include hybrid system, hardware-software implementation, combination of intelligent system for adaptive control, self-organizing neuro-fuzzy systems, neural networks, time series forecasting, data mining and architectures for complex optimization problems, and bioinformatics and biomedical applications.

Administrative data

Full member researcher

Management position: Director
Position in UGR: Professor
Department where s/he teaches: Arquitectura y Tecnología de Computadores
Research group: TIC-117

Contributions and research experience

Publications in ISI SCI

Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment
Author-s: Valenzuela, Olga; Jiang, Xiaoyi; Carrillo, Antonio; Rojas, Ignacio
Source: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 28 9 0 0 2018
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
Integrative multi-platform meta-analysis of gene expression profiles in pancreatic ductal adenocarcinoma patients for identifying novel diagnostic biomarkers
Author-s: Irigoyen, Antonio; Jimenez-Luna, Cristina; Benavides, Manuel; Caba, Octavio; Gallego, Javier; Manuel Ortuno, Francisco; Guillen-Ponce, Carmen; Rojas, Ignacio; Arande, Enrique; Torres, Carolina; Prados, Jose
Source: PLOS ONE 13 4 0 0 2018
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition
Author-s: Villalonga, Claudia; Pomares, Hector; Rojas, Ignacio; Banos, Oresti
Source: NEUROCOMPUTING 250 76 100 13th International Work-Conference on Artificial N JUN 10-12, 2015 Palma de Mallorca, SPAIN 2017
Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP)
Author-s: Estevez, Francisco Jose; Gonzalez, Jesus; Gloesekoetter, Peter; Valenzuela, Olga; Rojas, Ignacio
Source: SENSORS 17 7 0 0 2017
Neural networks: An overview of early research, current frameworks and new challenges
Author-s: Prieto, Alberto; Prieto, Beatriz; Martinez Ortigosa, Eva; Ros, Eduardo; Pelayo, Francisco; Ortega, Julio; Rojas, Ignacio
Source: NEUROCOMPUTING 214 242 268 2016
Ontology-Based High-Level Context Inference for Human Behavior Identification
Author-s: Villalonga, Claudia; Razzaq, Muhammad Asif; Khan, Wajahat Ali; Pomares, Hector; Rojas, Ignacio; Lee, Sungyoung; Banos, Oresti
Source: SENSORS 16 10 0 0 2016
Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships
Author-s: Ruiz, Gonzalo; Hagras, Hani; Pomares, Hector; Rojas, Ignacio; Bustince, Humberto
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 24 4 1000 1008 2016
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
Author-s: Banos, Oresti; Damas, Miguel; Guillen, Alberto; Herrera, Luis-Javier; Pomares, Hector; Rojas, Ignacio; Villalonga, Claudia
Source: NEURAL PROCESSING LETTERS 42 1 5 26 2015
MDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment
Author-s: Banos, Oresti; Antonio Moral-Munoz, Jose; Diaz-Reyes, Ignacio; Arroyo-Morales, Manuel; Damas, Miguel; Herrera-Viedma, Enrique; Seon Hong, Choong; Lee, Sungyong; Pomares, Hector; Rojas, Ignacio; Villalonga, Claudia
Source: SENSORS 15 6 13159 13183 2015
Transcriptional Profiling of Peripheral Blood in Pancreatic Adenocarcinoma Patients Identifies Diagnostic Biomarkers
Author-s: Caba, Octavio; Prados, Jose; Ortiz, Raul; Jimenez-Luna, Cristina; Melguizo, Consolacion; Alvarez, Pablo J.; Delgado, Juan R.; Irigoyen, Antonio; Rojas, Ignacio; Perez-Florido, Javier; Torres, Carolina; Perales, Sonia; Linares, Ana; Aranega, Antonia
Source: DIGESTIVE DISEASES AND SCIENCES 59 11 2714 2720 2014
Serum Cytokine Profile in Patients With Pancreatic Cancer
Author-s: Torres, Carolina; Perales, Sonia; Jose Alejandre, Maria; Iglesias, Jose; Palomino, Rogelio J.; Martin, Miguel; Caba, Octavio; Prados, Jose C.; Aranega, Antonia; Delgado, Juan R.; Irigoyen, Antonio; Ortuno, Francisco M.; Rojas, Ignacio; Linares, Ana
Source: PANCREAS 43 7 1042 1049 2014
Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition
Author-s: Banos, Oresti; Attila Toth, Mate; Damas, Miguel; Pomares, Hector; Rojas, Ignacio
Source: SENSORS 14 6 9995 10023 2014
Advances in bioinformatics and biomedical engineering - special issue of IWBBIO 2013
Author-s: Ortuno, Francisco M.; Rojas, Ignacio
Source: THEORETICAL BIOLOGY AND MEDICAL MODELLING 11 0 0 2014
Window Size Impact in Human Activity Recognition
Author-s: Banos, Oresti; Galvez, Juan-Manuel; Damas, Miguel; Pomares, Hector; Rojas, Ignacio
Source: SENSORS 14 4 6474 6499 2014
Fast Feature Selection in a GPU Cluster Using the Delta Test
Author-s: Guillen, Alberto; Arenas, M. Isabel Garcia; van Heeswijk, Mark; Sovilj, Dusan; Lendasse, Amaury; Herrera, Luis Javier; Pomares, Hector; Rojas, Ignacio
Source: ENTROPY 16 2 854 869 2014
An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks
Author-s: Florido, J. P.; Pomares, H.; Rojas, I.; Guillen, A.; Ortuno, F. M.; Urquiza, J. M.
Source: NEUROCOMPUTING 121 64 78 2013
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns
Author-s: Ortuno, Francisco M.; Valenzuela, Olga; Rojas, Fernando; Pomares, Hector; Florido, Javier P.; Urquiza, Jose M.; Rojas, Ignacio
Source: BIOINFORMATICS 29 17 2112 2121 2013
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems
Author-s: Cara, Ana Belen; Wagner, Christian; Hagras, Hani; Pomares, Hector; Rojas, Ignacio
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 21 3 459 476 2013
Using cited references to improve the retrieval of related biomedical documents
Author-s: Ortuno, Francisco M.; Rojas, Ignacio; Andrade-Navarro, Miguel A.; Fontaine, Jean-Fred
Source: BMC BIOINFORMATICS 14 0 0 2013
Advances in computational intelligence
Author-s: Rojas, Ignacio; Moncusi, Joan Cabestany I.; Joya, Gonzalo
Source: SOFT COMPUTING 17 2 195 197 2013
Predicting the accuracy of multiple sequence alignment algorithms by using computational intelligent techniques
Author-s: Ortuno, Francisco M.; Valenzuela, Olga; Pomares, Hector; Rojas, Fernando; Florido, Javier P.; Urquiza, Jose M.; Rojas, Ignacio
Source: NUCLEIC ACIDS RESEARCH 41 1 0 0 2013
Ambient Assisted Living Devices Interoperability Based on OSGi and the X73 Standard
Author-s: Damas, Miguel; Pomares, Hector; Gonzalez, Sergio; Olivares, Alberto; Rojas, Ignacio
Source: TELEMEDICINE AND E-HEALTH 19 1 54 60 2013
Intelligent decision-making systems for the diagnosis of Alzheimer!s disease using MR images
Author-s: Valenzuela, O.; Jaramillo, D.; Rojas, I.; Garcia, I.; Rojas, F.; Rojas, P.; Delgado-Marquez, B. L.; Cepero, M.
Source: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY 85 3 392 392 16th World Congress of Psychophysiology of the Int SEP 13-17, 2012 Pisa, Pisa 2012
Daily living activity recognition based on statistical feature quality group selection
Author-s: Banos, Oresti; Damas, Miguel; Pomares, Hector; Prieto, Alberto; Rojas, Ignacio
Source: EXPERT SYSTEMS WITH APPLICATIONS 39 9 8013 8021 2012
Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification
Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, J.; Florido, J. P.; Valenzuela, O.; Cepero, M.
Source: COMPUTERS IN BIOLOGY AND MEDICINE 42 6 639 650 2012
On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition
Author-s: Banos, Oresti; Damas, Miguel; Pomares, Hector; Rojas, Ignacio
Source: SENSORS 12 6 8039 8054 2012
A deterministic model selection scheme for incremental RBFNN construction in time series forecasting
Author-s: Florido, J. P.; Pomares, H.; Rojas, I.; Urquiza, J. M.; Lopez-Gordo, M. A.
Source: NEURAL COMPUTING & APPLICATIONS 21 3 595 610 2012
An enhanced clustering function approximation technique for a radial basis function neural network
Author-s: Pomares, H.; Rojas, I.; Awad, M.; Valenzuela, O.
Source: MATHEMATICAL AND COMPUTER MODELLING 55 3-4 286 302 2012
Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures
Author-s: Cascon, Pablo; Ortiz, Andres; Ortega, Julio; Diaz, Antonio F.; Rojas, Ignacio
Source: JOURNAL OF SUPERCOMPUTING 58 3 302 313 2nd Minisymposium on High Performance Computing (H JUN, 2010 Almeria, Almeria 2011
Global and local modelling in RBF networks
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Rubio, G.; Urquiza, J.
Source: NEUROCOMPUTING 74 16 2594 2602 2011
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.; Herrera, L. J.; Ortega, J.; Prieto, A.
Source: NEUROCOMPUTING 74 16 2683 2690 2011
Improving IPS by network processors
Author-s: Cascon, Pablo; Ortega, Julio; Luo, Yan; Murray, Eric; Diaz, Antonio; Rojas, Ignacio
Source: JOURNAL OF SUPERCOMPUTING 57 1 99 108 2011
A New Methodology for the Online Adaptation of Fuzzy Self-Structuring Controllers
Author-s: Cara, Ana Belen; Pomares, Hector; Rojas, Ignacio
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 19 3 449 464 2011
GENERATING BALANCED LEARNING AND TEST SETS FOR FUNCTION APPROXIMATION PROBLEMS
Author-s: Florido, J. P.; Pomares, H.; Rojas, I.
Source: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 21 3 247 263 2011
Modifications in saccadic pulse and step components in Cuban ataxia SCA2 patients
Author-s: Garcia, Rodolfo V.; Rojas, Fernando; Gonzalez, Jesus; Rojas, Ignacio; Velazquez, Luis; Canales, Nalia; Becerra, Roberto
Source: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY 77 3 249 250 15th World Congress of Psychophysiology SEP 01-04, 2010 Budapest, Budapest 2010
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem
Author-s: Guillen, A.; Rubio, G.; Toda, I.; Rivera, A.; Pomares, H.; Rojas, I.
Source: EXPERT SYSTEMS WITH APPLICATIONS 37 6 4050 4057 2010
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling
Author-s: Rubio, Gines; Javier Herrera, Luis; Pomares, Hector; Rojas, Ignacio; Guillen, Alberto
Source: NEUROCOMPUTING 73 10-12 1965 1975 2010
New method for instance or prototype selection using mutual information in time series prediction
Author-s: Guillen, A.; Herrera, L. J.; Rubio, G.; Pomares, H.; Lendasse, A.; Rojas, I.
Source: NEUROCOMPUTING 73 10-12 2030 2038 2010
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks
Author-s: Guillen, Alberto; del Moral, F. G.; Herrera, L. J.; Rubio, G.; Rojas, I.; Valenzuela, O.; Pomares, H.
Source: NEURAL COMPUTING & APPLICATIONS 19 3 465 470 2010
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems
Author-s: Guillen, A.; Pomares, H.; Gonzalez, J.; Rojas, I.; Valenzuela, O.; Prieto, B.
Source: NEUROCOMPUTING 72 16-18 3541 3555 2009
Prediction of Time Series Using RBF Neural Networks: A New Approach of Clustering
Author-s: Awad, Mohammed; Pomares, Hector; Rojas, Ignacio; Salameh, Osama; Hamdon, Mai
Source: INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY 6 2 138 143 2009
Hybridization of intelligent techniques and ARIMA models for time series prediction
Author-s: Valenzuela, O.; Rojas, I.; Rojas, F.; Pomares, H.; Herrera, L. J.; Guillen, A.; Marquez, L.; Pasadas, M.
Source: FUZZY SETS AND SYSTEMS 159 7 821 845 2008
Studying possibility in a clustering algorithm for RBFNN design for function approximation
Author-s: Guillen, A.; Pomares, H.; Rojas, I.; Gonzalez, J.; Herrera, L. J.; Rojas, F.; Valenzuela, O.
Source: NEURAL COMPUTING & APPLICATIONS 17 1 75 89 2008
Soft-computing techniques and ARMA model for time series prediction
Author-s: Rojas, I.; Valenzuela, O.; Rojas, F.; Guillen, A.; Herrera, L. J.; Pomares, H.; Marquez, L.; Pasadas, M.
Source: NEUROCOMPUTING 71 4-6 519 537 4th International Symposium on Neural Networks (IS JUN 03-07, 2007 Nanjing, Nanjing 2008
Using fuzzy logic to improve a clustering technique for function approximation
Author-s: Guillen, A.; Gonzalez, J.; Rojas, I.; Pomares, H.; Herrera, L. J.; Valenzuela, O.; Prieto, A.
Source: NEUROCOMPUTING 70 16-18 2853 2860 8th Biennial Meeting of the International Work-Con JUN 08-10, 2005 Vilanova, Vilanova 2007
Recursive prediction for long term time series forecasting using advanced models
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Prieto, A.; Valenzuela, O.
Source: NEUROCOMPUTING 70 16-18 2870 2880 8th Biennial Meeting of the International Work-Con JUN 08-10, 2005 Vilanova, Vilanova 2007
Multigrid-based fuzzy systems for time series prediction: CATS competition
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Gonzalez, J.; Awad, M.; Herrera, A.
Source: NEUROCOMPUTING 70 13-15 2410 2425 2007
Genetic fuzzy systems: What's next? An introduction to the special section
Author-s: Cordon, Oscar; Alcala, Rafael; Alcala-Fdez, Jess; Rojas, Ignacio
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 15 4 533 535 2007
Output value-based initialization for radial basis function neural networks
Author-s: Guillen, Alberto; Rojas, Ignacio; Gonzalez, Jesus; Pomares, Hector; Herrera, L. J.; Valenzuela, O.; Rojas, F.
Source: NEURAL PROCESSING LETTERS 25 3 209 225 2007
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks
Author-s: Rivera, A. J.; Rojas, I.; Ortega, J.; del Jesus, M. J.
Source: SOFT COMPUTING 11 7 655 668 2007
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms
Author-s: Gonzalez, Jesus; Rojas, Ignacio; Pomares, Hector; Herrera, Luis J.; Guillen, Alberto; Palomares, Jose M.; Rojas, Fernando
Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 44 1 32 44 1st International Workshop on Genetic Fuzzy System MAR 17-19, 2005 Granada, Granada 2007
Multi-objective evolution of fuzzy systems
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Rojas, F; Palomares, JM
Source: SOFT COMPUTING 10 9 735 748 2006
TaSe, a Taylor Series-based fuzzy system model that combines interpretability and accuracy
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Valenzuela, O; Prieto, A
Source: FUZZY SETS AND SYSTEMS 153 3 403 427 2005
Blind source separation in post-nonlinear mixtures using competitive learning, simulated annealing, and a genetic algorithm
Author-s: Rojas, F; Puntonet, CG; Rodriguez-Alvarez, M; Rojas, I; Martin-Clemente, R
Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS 34 4 407 416 Learing 2002 Workshop 2002 Madrid, Madrid 2004
Online global learning in direct fuzzy controllers
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Damas, M; Pino, B; Prieto, A
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 12 2 218 229 2004
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation
Author-s: Gonzalez, J; Rojas, I; Ortega, J; Pomares, H; Fernandez, J; Diaz, AF
Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 14 6 1478 1495 2003
Evolving two-dimensional fuzzy systems
Author-s: Rivas, VM; Merelo, JJ; Rojas, I; Romero, G; Castillo, PA; Carpio, J
Source: FUZZY SETS AND SYSTEMS 138 2 381 398 2003
Statistical analysis of the parameters of a neuro-genetic algorithm
Author-s: Castillo-Valdivieso, PA; Merelo, JJ; Prieto, A; Rojas, I; Romero, G
Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 13 6 1374 1394 2002
Web newspaper layout optimization using simulated annealing
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Salmeron, M; Merelo, JJ
Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 32 5 686 691 2002
Structure identification in complete rule-based fuzzy systems
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Prieto, A
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 10 3 349 359 2002
A two-stage approach to self-learning direct fuzzy controllers
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Rojas, F; Damas, M; Fernandez, FJ
Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 29 3 267 289 2002
Statistical analysis of the main parameters involved in the design of a genetic algorithm
Author-s: Rojas, I; Gonzalez, J; Pomares, H; Merelo, JJ; Castillo, PA; Romero, G
Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS 32 1 31 37 2002
Time series analysis using normalized PG-RBF network with regression weights
Author-s: Rojas, I; Pomares, H; Bernier, JL; Ortega, J; Pino, B; Pelayo, FJ; Prieto, A
Source: NEUROCOMPUTING 42 267 285 2002
A new clustering technique for function approximation
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Ortega, J; Prieto, A
Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 13 1 132 142 2002
Optimization of web newspaper layout in real time
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Salmeron, M; Prieto, A; Merelo, JJ
Source: COMPUTER NETWORKS-THE INTERNATIONAL JOURNAL OF COMPUTER AND TELECOMMUNICATIONS NETWORKING 36 2-3 311 321 2001
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems
Author-s: Rojas, I; Gonzalez, J; Pomares, H; Rojas, FJ; Fernandez, FJ; Prieto, A
Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 26 3 179 210 2001
A quantitative study of fault tolerance, noise immunity, and generalization ability of MLPs
Author-s: Bernier, JL; Ortega, J; Ros, E; Rojas, I; Prieto, A
Source: NEURAL COMPUTATION 12 12 2941 2964 2000
Obtaining fault tolerant multilayer perceptrons using an explicit regularization
Author-s: Bernier, JL; Ortega, J; Rojas, I; Ros, E; Prieto, A
Source: NEURAL PROCESSING LETTERS 12 2 107 113 2000
Analysis of the functional block involved in the design of radial basis function networks
Author-s: Rojas, I; Pomares, H; Gonzales, J; Bernier, JL; Ros, E; Pelayo, FJ; Prieto, A
Source: NEURAL PROCESSING LETTERS 12 1 1 17 2000
A systematic approach to a self-generating fuzzy rule-table for function approximation
Author-s: Pomares, H; Rojas, I; Ortega, J; Gonzalez, J; Prieto, A
Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 30 3 431 447 2000
Competitive and temporal inhibition structures with spiking neurons
Author-s: Ros, E; Pelayo, FJ; Martin-Smith, P; Rojas, I; Palomar, D; Prieto, A
Source: NEURAL PROCESSING LETTERS 11 3 197 208 2000
Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations
Author-s: Bernier, JL; Ortega, J; Rojas, I; Prieto, A
Source: NEUROCOMPUTING 31 1-4 87 103 2000
Self-organized fuzzy system generation from training examples
Author-s: Rojas, I; Pomares, H; Ortega, J; Prieto, A
Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 8 1 23 36 2000
New methodology for the development of adaptive and self-learning fuzzy controllers in real time
Author-s: Rojas, I; Pomares, H; Pelayo, FJ; Anguita, M; Ros, E; Prieto, A
Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 21 2 109 136 1999
Statistical analysis of the main parameters in the fuzzy inference process
Author-s: Rojas, I; Ortega, J; Pelayo, FJ; Prieto, A
Source: FUZZY SETS AND SYSTEMS 102 2 157 173 1999
Area efficient implementations of fixed-template CNN's
Author-s: Anguita, M; Pelayo, FJ; Rojas, I; Prieto, A
Source: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS 45 9 968 973 1998
Parallel coarse grain computing of Boltzmann machines
Author-s: Ortega, U; Rojas, I; Diaz, AF; Prieto, A
Source: NEURAL PROCESSING LETTERS 7 3 169 184 1998
The TaSe-NF model for function approximation problems: Approaching local and global modelling
Author-s: Herrera, L. J.; Pomares, H.; Rojas, I.; Guillen, A.; Valenzuela, O.
Source: FUZZY SETS AND SYSTEMS 171 1 1 21 2011
New Online Self-Evolving Neuro Fuzzy controller based on the TaSe-NF model
Author-s: Cara, A. B.; Herrera, L. J.; Pomares, H.; Rojas, I.
Source: INFORMATION SCIENCES 220 226 243 2013
Prediction of color change after tooth bleaching using fuzzy logic for Vita Classical shades identification
Author-s: Herrera, Luis J.; Pulgar, Rosa; Santana, Janiley; Cardona, Juan C.; Guillen, Alberto; Rojas, Ignacio; del Mar Perez, Maria
Source: APPLIED OPTICS 49 3 422 429 2010
Neogene tectonic evolution of the Gibraltar Arc: New paleomagnetic constrains from the Betic chain
Author-s: Mattei, M.; Cifelli, F.; Martin-Rojas, I.; Blanc, A. Crespo; Comas, M.; Faccenna, C.; Porreca, M.
Source: EARTH AND PLANETARY SCIENCE LETTERS 250 3-4 522 540 2006
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time
Author-s: Rojas, I.; Pomares, H.; Gonzalez, J.; Herrera, L. J.; Guillen, A.; Rojas, F.; Valenzuela, O.
Source: FUZZY SETS AND SYSTEMS 157 16 2241 2258 2006
CURRENT-MODE ANALOG DEFUZZIFIER
Author-s: PELAYO, FJ; ROJAS, I; ORTEGA, J; PRIETO, A
Source: ELECTRONICS LETTERS 29 9 743 744 1993
Compact CMOS fuzzy controllers using the normalised product of adaptive membership functions
Author-s: Rojas, I; Pelayo, FJ; Ortega, J; Prieto, A
Source: ELECTRONICS LETTERS 33 3 221 223 1997
Heterogeneous Gene Expression Cross-Evaluation of Robust Biomarkers Using Machine Learning Techniques Applied to Lung Cancer
Author-s: Bajo-Morales, Javier; Manuel Galvez, Juan; Carlos Prieto-Prieto, Juan; Javier Herrera, Luis; Rojas, Ignacio; Castillo-Secilla, Daniel
Source: CURRENT BIOINFORMATICS 17 2 150 163 2022
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning
Author-s: Banos, Oresti; Calatroni, Alberto; Damas, Miguel; Pomares, Hector; Roggen, Daniel; Rojas, Ignacio; Villalonga, Claudia
Source: NEURAL PROCESSING LETTERS 0 0 2021
Advances and New Perspectives in Medicinal Chemistry Engineering and Bioinformatics (from IWBBIO 2015)
Author-s: Ortuno, Francisco M.; Valenzuela, Olga; Rojas, Ignacio
Source: CURRENT TOPICS IN MEDICINAL CHEMISTRY 17 14 1597 1598 2017
A NEW ADAPTIVE AND SELF ORGANIZING FUZZY POLICY TO ENHANCE THE REAL TIME CONTROL PERFORMANCE
Author-s: Lasri, Rafik; Rojas, Ignacio; Pomares, Hector; Valenzuela, Olga
Source: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 7 3 582 594 2014
PhysioDroid: Combining Wearable Health Sensors and Mobile Devices for a Ubiquitous, Continuous, and Personal Monitoring
Author-s: Banos, Oresti; Villalonga, Claudia; Damas, Miguel; Gloesekoetter, Peter; Pomares, Hector; Rojas, Ignacio
Source: SCIENTIFIC WORLD JOURNAL 0 0 2014
Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology
Author-s: Urquiza, J. M.; Rojas, I.; Pomares, H.; Herrera, J.; Florido, J. P.; Valenzuela, O.
Source: JOURNAL OF APPLIED MATHEMATICS -1 -1 2012
EVALUATING FLUORESCENCE ILLUMINATION TECHNIQUES FOR SKIN LESION DIAGNOSIS
Author-s: Odeh, Suhail M.; de Toro, Francisco; Rojas, Ignacio; Jose Saez-Lara, Maria
Source: APPLIED ARTIFICIAL INTELLIGENCE 26 7 696 713 2012
A heuristic method for parameter selection in LS-SVM: Application to time series prediction
Author-s: Rubio, Gines; Pomares, Hector; Rojas, Ignacio; Javier Herrera, Luis
Source: INTERNATIONAL JOURNAL OF FORECASTING 27 3 725 739 2011
INTELLIGENT SYSTEM BASED ON GENETIC PROGRAMMING FOR ATRIAL FIBRILLATION CLASSIFICATION
Author-s: Valenzuela, Olga; Rojas, Ignacio; Rojas, Francisco Javier; Pomares, Hector; Luis Bernier, Jose; Herrera, Javier; Guillen, Alberto
Source: APPLIED ARTIFICIAL INTELLIGENCE 23 10 895 909 2009
An accurate measure for multilayer perceptron tolerance to weight deviations
Author-s: Bernier, JL; Ortega, J; Rodriguez, MM; Rojas, I; Prieto, A
Source: NEURAL PROCESSING LETTERS 10 2 121 130 1999
Implementation of adaptable and hierarchical fuzzy T-norm
Author-s: Rojas, I; Pelayo, FJ; Anguita, M; Bernier, JL; Prieto, A
Source: ELECTRONICS LETTERS 35 24 2150 2152 1999
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process
Author-s: Rojas, I; Valenzuela, O; Anguita, M; Prieto, A
Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 19 3-4 367 389 1998

Conferences in ISI CPCI-Science

Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems
Author-s: Ruiz-Garcia, Gonzalo; Hagras, Hani; Rojas, Ignacio; Pomares, Hector
Source: FUZZY LOGIC AND SOFT COMPUTING APPLICATIONS, WILF 2016 10147 3 26 11th International Workshop on Fuzzy Logic and App DEC 19-21, 2016 Naples, ITALY 2017
Parametric and Non-parametric Feature Selection for Kidney Transplants
Author-s: Garcia-del-Moral, Raimundo; Guillen, Alberto; Javier Herrera, Luis; Canas, Antonio; Rojas, Ignacio
Source: ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II 7903 72 79 12th International Work-Conference on Artificial N JUN 12-14, 2013 Puerto de la Cruz, Puerto de la Cruz 2013
Activity Recognition Based on a Multi-sensor Meta-classifier
Author-s: Banos, Oresti; Damas, Miguel; Pomares, Hector; Rojas, Ignacio
Source: ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II 7903 208 215 12th International Work-Conference on Artificial N JUN 12-14, 2013 Puerto de la Cruz, SPAIN 2013
A New Method for BCI Spelling Using a 7 Segments Display
Author-s: Galea-Sevilla, N.; Espana, Miriam; Guillen, Alberto; Rojas, Ignacio
Source: ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II 7903 422 429 12th International Work-Conference on Artificial N JUN 12-14, 2013 Puerto de la Cruz, Puerto de la Cruz 2013
Automatic Knot Adjustment For B-Spline Smoothing Approximation Using Improved Clustering Algorithm
Author-s: Valenzuela, O.; Pasadas, M.; Rojas, I.; Guillen, A.; Pomares, H.
Source: 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013) -1 -1 IEEE International Conference on Fuzzy Systems (FU JUL 07-10, 2013 Hyderabad, Hyderabad 2013
Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging
Author-s: Jaramillo, David; Rojas, Ignacio; Valenzuela, Olga; Garcia, Ignacio; Prieto, Alberto
Source: 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) -1 -1 International Joint Conference on Neural Networks JUN 10-15, 2012 Brisbane, Brisbane 2012
Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator
Author-s: Guillen, Alberto; Sovilj, Dusan; van Heeswijk, Mark; Javier Herrera, Luis; Lendasse, Amaury; Pomares, Hector; Rojas, Ignacio
Source: PARALLEL ARCHITECTURES AND BIOINSPIRED ALGORITHMS 415 243 266 2012
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking
Author-s: Liebana-Cabanillas, F.; Nogueras, R.; Munoz-Leiva, F.; Rojas, I.; Guillen, A.
Source: MANAGEMENT INTELLIGENT SYSTEMS 171 143 152 1st International Symposium on Management Intellig JUL 11-13, 2012 Salamanca, Salamanca 2012
Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees
Author-s: Trujillo, A. M.; Rojas, Ignacio; Pomares, Hector; Prieto, A.; Prieto, B.; Aranega, A.; Rodriguez, Francisco; Alvarez-Aranega, P. J.; Prados, J. C.
Source: TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT I, PROCEEDINGS 6096 294 305 23rd International Conference on Industrial, Engin JUN 01-04, 2010 Cordoba, Cordoba 2010
An Algorithm for Online Self-organization of Fuzzy Controllers
Author-s: Belen Cara, Ana; Pomares, Hector; Rojas, Ignacio
Source: TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT II, PROCEEDINGS 6097 212 221 23rd International Conference on Industrial, Engin JUN 01-04, 2010 Cordoba, Cordoba 2010
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition
Author-s: Banos, Oresti; Pomares, Hector; Rojas, Ignacio
Source: TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT II, PROCEEDINGS 6097 637 642 23rd International Conference on Industrial, Engin JUN 01-04, 2010 Cordoba, SPAIN 2010
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
Ambient Living Activity Recognition based on Feature-set Ranking Using Intelligent Systems
Author-s: Banos, Oresti; Pomares, Hector; Rojas, Ignacio
Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 0 0 World Congress on Computational Intelligence (WCCI 2010 Barcelona, SPAIN 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
Applying Support Vector Machines and Mutual Information to Book Losses Prediction
Author-s: Mora, A. M.; Herrera, L. I.; Urquiza, J.; Rojas, I.; Merelo, J. J.
Source: 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 0 0 World Congress on Computational Intelligence (WCCI 2010 Barcelona, SPAIN 2010
Online self-organizing adaptive fuzzy controller: application to a nonlinear servo system
Author-s: Belen Cara, Ana; Lendek, Zsofia; Babuska, Robert; Pomares, Hector; Rojas, Ignacio
Source: 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010) -1 -1 2010 IEEE World Congress on Computational Intellig JUL 18-23, 2010 Barcelona, Barcelona 2010
A Multi-threaded network interface using network processors
Author-s: Cascon, Pablo; Ortega, Julio; Haider, Waseem M.; Diaz, Antonio F.; Rojas, Ignacio
Source: PROCEEDINGS OF THE PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING 196 200 17th Euromicro International Conference on Paralle FEB 18-20, 2009 Bauhaus Univ Weimar, Bauhaus Univ Weimar, Bauhaus Univ Weimar 2009
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
Creation of Specific-to-Problem Kernel Functions for Function Approximation
Author-s: Rubio, Gines; Pomares, Hector; Rojas, Ignacio; Guillen, Alberto
Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 335 342 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
Applications in Bio-informatics and Biomedical Engineering
Author-s: Rojas, I.; Pomares, H.; Valenzuela, O.; Bernier, J. L.
Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 820 828 10th International Work-Conference on Artificial N JUN 10-12, 2009 Salamanca, Salamanca 2009
On Selecting the Best Pre-processing Method for Affymetrix Genechips
Author-s: Florido, J. P.; Pomares, H.; Rojas, I.; Calvo, J. C.; Urquiza, J. M.; Gonzalo Claros, M.
Source: BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1 5517 845 852 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
Strengthening the Forward Variable Selection Stopping Criterion
Author-s: Javier Herrera, Luis; Rubio, G.; Pomares, R.; Paechter, B.; Guillen, A.; Rojas, I.
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II 5769 215 224 19th International Conference on Artificial Neural SEP 14-17, 2009 Limmassol, Limmassol 2009
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error
Author-s: Rubio, Gines; Pomares, Hector; Rojas, Ignacio; Javier Herrera, Luis; Guillen, Alberto
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT II 5769 406 415 19th International Conference on Artificial Neural SEP 14-17, 2009 Limmassol, Limmassol 2009
Kernel methods applied to time series forecasting
Author-s: Rubio, Gines; Pomares, Hetor; Herrera, Luis J.; Rojas, Ignacio
Source: Computational and Ambient Intelligence 4507 782 789 9th International Work-Conference on Artificial Ne JUN 20-22, 2007 San Sebastian, San Sebastian 2007
On incorporating seasonal information on recursive time series predictors
Author-s: Herrera, Luis J.; Pomares, Hector; Rojas, Ignacio; Guilen, Alberto; Rubio, G.
Source: Artificial Neural Networks - ICANN 2007, Pt 2, Proceedings 4669 506 515 17th International Conference on Artificial Neural SEP 09-13, 2007 Oporto, Oporto 2007
Statistical analysis of the different operator involved in the fuzzy inference process
Author-s: Valenzuela, O; Rojas, I; Rojas, F
Source: FUZZY LOGIC AND APPLICATIONS 2955 63 71 5th International Workshop on Fuzzy Logic and Appl OCT 09-11, 2003 Naples, Naples 2006
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
Skin lesion diagnosis using fluorescence images
Author-s: Odeh, Suhail M.; Ros, Eduardo; Rojas, Ignacio; Palomares, Jose M.
Source: IMAGE ANALYSIS AND RECOGNITION, PT 2 4142 648 659 3rd International Conference on Image Analysis and SEP 18-20, 2006 Povoa de Varzim, Povoa de Varzim 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
Improving clustering technique for functional approximation problem using fuzzy logic: ICFA algorithm
Author-s: Guillen, A; Rojas, I; Gonzalez, J; Pomares, H; Herrera, LJ; Valenzuela, O; Prieto, A
Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 272 279 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
Input variable selection in hierarchical RBF networks
Author-s: Awad, M; Pomares, H; Rojas, I; Herrera, LJ; Prieto, A
Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 280 288 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
Application of ANOVA to a cooperative-coevolutionary optimization of RBFNs
Author-s: Rivera, AJ; Rojas, I; Ortega, J
Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 297 305 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
Clustering-based TSK neuro-fuzzy model for function approximation with interpretable sub-models
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guilen, A; Gonzalez, J; Awad, M
Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 399 406 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
TaSe model for long term Time Series forecasting
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Valenzuela, O; Prieto, A
Source: COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS 3512 1027 1034 8th International Work-Conference on Artificial Ne JUN 08-10, 2005 Barcelona, Barcelona 2005
A basic approach to reduce the complexity of a self-generated fuzzy rule-table for function approximation by use of symbolic regression in ID and 2D cases
Author-s: Rubio, G; Pomares, H; Rojas, I; Guillen, A
Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 143 152 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
Using fuzzy clustering technique for function approximation to approximate ECG signals
Author-s: Guillen, A; Rojas, I; Ros, E; Herrera, LJ
Source: ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEE 3562 538 547 1st International Work-Conference on the Interplay JUN 15-18, 2005 Las Palmas, Las Palmas 2005
Analysis of the TaSe-II TSK-type fuzzy system for function approximation
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Awad, M; Valenzuela, O
Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS 3571 613 624 8th European Conference on Symbolic and Quantitati JUL 06-08, 2005 Barcelona, Barcelona 2005
New technique for initialization of centres in TSK clustering-based fuzzy systems
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guillen, A; Gonzalez, J
Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS 3571 980 991 8th European Conference on Symbolic and Quantitati JUL 06-08, 2005 Barcelona, Barcelona 2005
Interpretable rule extraction and function approximation from numerical input/output data using the modified fuzzy TSK model, TaSe model
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Guilen, A; Awad, M; Gonzalez, J
Source: ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS 3641 402 411 10th International Conference on Rough Sets, Fuzzy AUG 31-SEP 03, 2005 Univ Regina, Univ Regina, Univ Regina 2005
A possibilistic approach to RBFN centers initialization
Author-s: Guillen, A; Rojas, I; Gonzalez, J; Pomares, H; Herrera, LJ; Valenzuela, O; Prieto, A
Source: ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS 3642 174 183 10th International Conference on Rough Sets, Fuzzy AUG 31-SEP 03, 2005 Univ Regina, Univ Regina, Univ Regina 2005
The synergy between classical and soft-computing techniques for time series prediction
Author-s: Rojas, I; Rojas, F; Pomares, H; Herrera, LJ; Gonzalez, J; Valenzuela, O
Source: MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE 2972 30 39 3rd Mexican International Conference on Artificial APR 26-30, 2004 Mexico City, Mexico City 2004
MultiGrid-based fuzzy systems for function approximation
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Valenzuela, O; Awad, M
Source: MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE 2972 252 261 3rd Mexican International Conference on Artificial APR 26-30, 2004 Mexico City, Mexico City 2004
Function approximation through fuzzy systems using Taylor series expansion-based rules: Interpretability and parameter tuning
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Gonzalez, J; Valenzuela, O
Source: MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE 2972 508 516 3rd Mexican International Conference on Artificial APR 26-30, 2004 Mexico City, Mexico City 2004
MultiGrid-Based Fuzzy Systems for time series prediction: CATS competition
Author-s: Herrera, LJ; Pomares, H; Rojas, I; Gonzalez, J; Awad, M; Herrera, A
Source: 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS 1603 1608 IEEE International Joint Conference on Neural Netw JUL 25-29, 2004 Budapest, Budapest 2004
Fine control of monotonic systems using a global self-learning adaptive fuzzy controller
Author-s: Pomares, H; Rojas, I; Herrera, LJ; Gonzalez, J; Prieto, A
Source: 2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS 1299 1303 Annual IEEE International Conference on Fuzzy Syst JUL 25-29, 2004 Budapest, Budapest 2004
Skin lesions diagnosis based on fluorescence image processing: Simple parameters scanning
Author-s: Ros, E; Rodriguez, MM; Mota, S; Bernier, JL; Rojas, I; Puntonet, CG; Lang, EW
Source: PATTERN RECOGNITION AND IMAGE ANALYSIS, PROCEEDINGS 2652 858 867 1st Iberian Conference on Pattern Recognition and JUN 04-06, 2003 UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT, UNIV ILLES BALEARS, DEPT CIENCIES MATH & INFORMAT 2003
Designing a phenotypic distance index for radial basis function neural networks
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Ortega, J
Source: COMPUTATIONAL METHODS IN NEURAL MODELING, PT 1 2686 454 461 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
Co-evolutionary algorithm for RBF by self-organizing population of neurons
Author-s: Rivera, AJ; Ortega, J; Rojas, I; del Jesus, MJ
Source: COMPUTATIONAL METHODS IN NEURAL MODELING, PT 1 2686 470 477 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
Studying the convergence of the CFA algorithm
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Ortega, J
Source: COMPUTATIONAL METHODS IN NEURAL MODELING, PT 1 2686 550 557 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
Evolutionary algorithm using mutual information for independent component analysis
Author-s: Rojas, F; Puntonet, CG; Alvarez, MR; Rojas, I
Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 233 240 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
A new geometrical ICA-based method for blind separation of speech signals
Author-s: Rodriguez-Alvarez, M; Rojas, F; Lang, EW; Rojas, I
Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 281 288 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
Independent Component Analysis evolution based method for nonlinear speech processing
Author-s: Rojas, F; Puntonet, CG; Rojas, I; Ortega, J
Source: ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II 2687 679 686 7th International Work Conference on Artificial an JUN 03-06, 2003 MENORCA, MENORCA 2003
Sequential learning algorithm of neural networks systems for time series
Author-s: Valenzuela, O; Rojas, I; Rojas, F
Source: KI 2003: ADVANCES IN ARTIFICIAL INTELLIGENCE 2821 327 341 26th Annual German Conference on Artificial Intell SEP 15-18, 2003 HAMBURG, HAMBURG 2003
Analysis of the functional block and operator involved in fuzzy system design
Author-s: Valenzuela, O; Marquez, L; Pasadas, M; Rojas, I; Rodriguez, M; Rojas, F
Source: CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE 3040 157 166 10th Conference of the Spanish-Association-for-Art NOV 12-14, 2003 San Sebastian, San Sebastian 2003
The synergy of GA and fuzzy systems for multidimensional problem: Application to time series prediction
Author-s: Rojas, I; Rojas, F; Valenzuela, O; Prieto, A
Source: CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE 3040 566 576 10th Conference of the Spanish-Association-for-Art NOV 12-14, 2003 San Sebastian, San Sebastian 2003
Genetic Algorithm approach to nonlinear blind source separation
Author-s: Rojas, F; Puntonet, CG; Rojas, I; Ortega, J; Prieto, A
Source: CEC!02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 1098 1102 IEEE World Congress on Computational Intelligence MAY 12-17, 2002 HONOLULU, HONOLULU 2002
Neural networks, clustering techniques, and function approximation problems
Author-s: Gonzalez, J; Rojas, I; Pomares, H
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 2415 553 558 12th International Conference on Artifical Neural AUG 28-30, 2002 MADRID, MADRID 2002
Evolutionary training of neuro-fuzzy patches for function approximation
Author-s: Gonzalez, J; Rojas, I; Pomares, H; Prieto, A; Goser, K
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 2415 559 564 12th International Conference on Artifical Neural AUG 28-30, 2002 MADRID, MADRID 2002
SSA, SVD, QR-cp, and RBF model reduction
Author-s: Salmeron, M; Ortega, J; Puntonet, CG; Prieto, A; Rojas, I
Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 2415 589 594 12th International Conference on Artifical Neural AUG 28-30, 2002 MADRID, MADRID 2002
New methodology for structure identification of fuzzy controllers in real time
Author-s: Pomares, H; Rojas, I; Gonzalez, J
Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 845 854 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002
A new radial basis function networks structure: Application to time series prediction.
Author-s: Rojas, I; Pomares, H; Gonzalez, J; Ros, E; Salmeron, M; Ortega, J; Prieto, A
Source: IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL 449 454 IEEE/INNS/ENNS International Joint Conference on N JUL 24-27, 2000 COMO, COMO 2000
What are the main functional block involved in the design of adaptive neuro-fuzzy inference systems?
Author-s: Rojas, I; Bernier, JL; Rodriguez-Alvarez, M; Prieto, A
Source: IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL 551 556 IEEE/INNS/ENNS International Joint Conference on N JUL 24-27, 2000 COMO, COMO 2000
A VLSI approach for spike timing coding
Author-s: Ros, E; Pelayo, FJ; Rojas, I; Fernandez, FJ; Prieto, A
Source: ENGINEERING APPLICATIONS OF BIO-INSPIRED ARTIFICIAL NEURAL NETWORKS, VOL II 1607 166 175 5th International Work-Conference on Artificial an JUN 02-04, 1999 ALICANTE, ALICANTE 1999
An accurate measure for multilayer perceptron tolerance to additive weight deviations
Author-s: Bernier, JL; Ortega, J; Rodriguez, MM; Rojas, I; Prieto, A
Source: ENGINEERING APPLICATIONS OF BIO-INSPIRED ARTIFICIAL NEURAL NETWORKS, VOL II 1607 853 862 5th International Work-Conference on Artificial an JUN 02-04, 1999 ALICANTE, ALICANTE 1999
Sequential learning algorithm for PG-RBF network using regression weights for time series prediction
Author-s: Rojas, I; Pomares, H; Bernier, JL; Ortega, J; Ros, E; Prieto, A
Source: FOUNDATIONS AND TOOLS FOR NEURAL MODELING, PROCEEDINGS, VOL I 1606 631 640 5th International Work-Conference on Artificial an JUN 02-04, 1999 ALICANTE, ALICANTE 1999
Statistical analysis of the main parameters in the definition of Radial Basis Function networks
Author-s: Rojas, I; Valenzuela, O; Prieto, A
Source: BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY 1240 882 891 4th International Work-Conference on Artificial Ne JUN 04-06, 1997 LANZAROTE, LANZAROTE 1997

Book chapters in ISI

Evaluating the effects of signal segmentation on activity recognition
Author-s: Banos, Oresti; Galvez, Juan-Manuel; Damas, Miguel; Guillen, Alberto; Herrera, Luis-Javier; Pomares, Hector; Rojas, Ignacio
Source: PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, 759 765 2nd International Work-Conference on Bioinformatic APR 07-09, 2014 Granada, SPAIN 2014
Data Recycling of Historical Records and Integration in New Information Systems in Cardiology ervice
Author-s: Penafiel, R.; Guillen, A.; Herrera, L. J.; Rojas, I.
Source: PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, 1631 1633 2nd International Work-Conference on Bioinformatic APR 07-09, 2014 Granada, Granada 2014
PhysioDroid: an app for physiological data monitoring
Author-s: Banos, Oresti; Damas, Miguel; Gloessekoetter, Peter; Hermes, Andreas; Mende, Hendrik; Pomares, Hector; Rojas, Ignacio
Source: PROCEEDINGS IWBBIO 2013: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING 297 0 1st International Work-Conference on Bioinformatic MAR 18-20, 2013 Univ Grenada, Fac Sci, Granada, SPAIN 2013
Classification of MRI images for Alzheimer's disease detection
Author-s: Herrera, Luis Javier; Rojas, Ignacio; Pomares, H.; Guillen, A.; Valenzuela, O.; Banos, O.
Source: 2013 ASE/IEEE INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING (SOCIALCOM) 846 851 ASE/IEEE International Conference on Social Comput SEP 08-14, 2013 Washington, DC 2013
Statistical Analysis of Different Artificial Intelligent Techniques applied to Intrusion Detection System
Author-s: Tribak, Hind; Delgado-Marquez, Blanca L.; Rojas, P.; Valenzuela, O.; Pomares, H.; Rojas, I.
Source: 2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS) 433 439 International Conference on Multimedia Computing a MAY 10-12, 2012 Tangiers, Tangiers 2012
A Novel Policy to Reduce the Electrical Cost of a Real Time Control Process Using an On-Line Adaptive Fuzzy Logic Controller
Author-s: Lasri, Rafik; Rojas, Ignacio; Pomares, Hector
Source: 2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS) 1142 1147 International Conference on Multimedia Computing a MAY 10-12, 2012 Tangiers, Tangiers 2012
A New Adaptive Fuzzy Control Policy Against Conventional Methods. Statistical Analysis of Real Time Control Performance
Author-s: Lasri, Rafik; Rojas, Ignacio; Pomares, Hector; Valenzuela, Olga
Source: PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON COMPLEX SYSTEMS (ICCS12) 87 92 1st International Conference on Complex Systems (I NOV 05-06, 2012 Agadir, Agadir 2012
Recognition of Human Physical Activity based on a novel Hierarchical Weighted Classification scheme
Author-s: Banos, Oresti; Damas, Miguel; Pomares, Hector; Rojas, Ignacio
Source: 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2205 2209 International Joint Conference on Neural Networks JUL 31-AUG 05, 2011 San Jose, CA 2011
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
Detection of clustered microcalcifications with entropic edge detection and fuzzy expert system
Author-s: Atae-Allah, A; Atae-Allah, C; Rojas, I; Gomez, JF
Source: Proceedings of the Fourth IASTED International Conference on Visualization, Imaging, and Image Proce 478 482 4th IASTED International Conference on Visualizati SEP 06-08, 2004 Marbella, Marbella 2004
On-line adaptive fuzzy controller: Application to Helicopter stabilization of the altitude of a helicopter.
Author-s: Rojas, I; Pomares, H; Puntonet, CG; Rojas, F; Rodriguez, M; Valenzuela, O
Source: CIMSA!03: 2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AN 119 123 IEEE International Symposium on Computational Inte JUL 29-31, 2003 UNIV SVIZZERA ITALIANA, UNIV SVIZZERA ITALIANA, UNIV SVIZZERA ITALIANA 2003
Blind source separation of speech signals based on an ICA geometric procedure
Author-s: Rodriguez-Alvarez, M; Rojas, F; Salmeron, M; Rojas, I; Ros, E; Puntonet, CG
Source: PROCEEDINGS EC-VIP-MC 2003, VOLS 1 AND 2 631 636 4th EURASIP Conference on Video, Image Processing JUL 02-05, 2003 ZAGREB, ZAGREB 2003
Structure identification of fuzzy controllers in real time
Author-s: Pomares, H; Rojas, I; Gonzalez, J
Source: PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2 396 401 IEEE International Conference on Fuzzy Systems MAY 12-17, 2002 HONOLULU, HONOLULU 2002
New methodology to construct adaptive fuzzy controller in real time
Author-s: Rojas, I; Pomares, H; Gonzalez, J; Damas, M
Source: 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS 164 168 6th World Multi-Conference on Systemics, Cyberneti JUL 14-18, 2002 ORLANDO, ORLANDO 2002
Adaptive robust trailer control using fuzzy logic
Author-s: Rojas, I; Pomares, H; Gonzalez, J; Rojas, F; Valenzuela, O
Source: 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS 286 289 6th World Multi-Conference on Systemics, Cyberneti JUL 14-18, 2002 ORLANDO, ORLANDO 2002
A method for structure identification in complete rule-based fuzzy systems
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Prieto, A
Source: 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 376 379 10th IEEE International Conference on Fuzzy System DEC 02-05, 2001 UNIV MELBOURNE, UNIV MELBOURNE, UNIV MELBOURNE 2001
An enhanced self-organizing controller for real-time process-control applications
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Damas, M; Prieto, A
Source: 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 856 859 10th IEEE International Conference on Fuzzy System DEC 02-05, 2001 UNIV MELBOURNE, UNIV MELBOURNE, UNIV MELBOURNE 2001
A new sequential learning algorithm using pseudo-gaussian functions for neuro-fuzzy systems
Author-s: Rojas, I; Pomares, H; Gonzalez, J; Gloesekotter, P; Diestuhl, J; Goser, K
Source: 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 1243 1246 10th IEEE International Conference on Fuzzy System DEC 02-05, 2001 UNIV MELBOURNE, UNIV MELBOURNE, UNIV MELBOURNE 2001
Multideme evolutionary algorithm based approach to the generation of fuzzy systems
Author-s: Rojas, I; Pomares, H; Gonzalez, J; Gloesekotter, P; Diestuhl, J; Goser, K
Source: 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 1412 1415 10th IEEE International Conference on Fuzzy System DEC 02-05, 2001 UNIV MELBOURNE, UNIV MELBOURNE, UNIV MELBOURNE 2001
Fine tuning of fuzzy controllers using a two-stage algorithm
Author-s: Pomares, H; Rojas, I; Gonzalez, J; Damas, M; Prieto, A
Source: 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 1479 1482 10th IEEE International Conference on Fuzzy System DEC 02-05, 2001 UNIV MELBOURNE, UNIV MELBOURNE, UNIV MELBOURNE 2001
A new approach to fuzzy controller designing and coding via genetic algorithms
Author-s: Rojas, I; Merelo, JJ; Bernier, JL; Prieto, A
Source: PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III 1505 1510 6th IEEE International Conference on Fuzzy Systems JUL 01-05, 1997 BARCELONA, BARCELONA 1997
Analysis and electronic implementation of a fuzzy system for the control of a liquid tank
Author-s: Rojas, I; Anguita, M; Pomares, H; Prieto, A
Source: PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III 1541 1547 6th IEEE International Conference on Fuzzy Systems JUL 01-05, 1997 BARCELONA, SPAIN 1997

National Projects

Desarrollo de sistemas inteligentes avanzados en plataformas de altas prestaciones. Aplicación en problemas bioinformáticos y biomédicos. (DSIPA-BIO)
Principal Investigator: Ignacio Rojas Ruiz
Reference: SAF2010-20558
Start date: 2010-01-01
End date: 2013-01-01
Research Group: TIC-117
Amount to UGR: 181500.00
Funding Agency: Ministerio de Ciencia e Innovación
Program: Proyectos nacionales de investigación (MICINN)
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Regional Projects

Sistemas de cómputo avanzados en aplicaciones del ámbito de biotecnología y bioinformática
Description: Las tecnologías de la información y las comunicaciones proporcionan herramientas que permiten abordar problemas cada vez más complejos, cuya resolución aporta beneficios socio-económicos importantes. Este proyecto profundiza en el estudio de dichas tecnologías para proporcionar herramientas inteligentes que, aprovechando la capacidad de las plataformas de computación avanzadas, permitan implementar sistemas inteligentes capaces de proporcionar nuevos servicios y contribuyan a mejorar los procesos productivos y los servicios, especialmente en el campo de la biomedicina y la bioinformática. Se trata por tanto de unificar dos grandes áreas de conocimiento, utilizando plataformas de computación de altas prestaciones debido a las necesidades computacionales de los problemas que se requieren resolver. Detallando los diferentes sub-objetivos que se quieren abordar, el primero de ellos es abordar el estudio y desarrollo de sistemas inteligentes capaces de utilizar diferentes fuentes de información heterogénea para la resolución de problemas reales, donde el gran volumen de datos utilizados y las restricciones computacionales hagan imprescindible la utilización de plataformas de cómputo de altas prestaciones. El gran avance en las tecnologías de la información y las comunicaciones, y de las fuentes de información dispersas en diferentes campos de conocimiento, requieren la realización de potentes herramientas inteligentes que permitan extraer conocimiento de un número extenso de fuentes heterogéneas y geográficamente dispersas. Para ello, se desarrollarán nuevas metodologías basadas en la sinergia entre varios paradigmas usados ya comúnmente en el campo de la inteligencia artificial como son las redes neuronales artificiales, los sistemas difusos y los algoritmos evolutivos, junto con los existentes en otros campos como son la estadística y las ciencias experimentales. Debido a la necesidad de utilizar de forma eficiente plataformas de cómputo de altas prestaciones, en este proyecto se propone como segundo objetivo investigar y analizar la optimización de la interfaz de red, aprovechando las plataformas multi-núcleo. Finalmente, nuestro último y principal objetivo será la utilización híbrida de los avances realizados en sistemas inteligentes y en plataformas paralelas de altas prestaciones para abordar diferentes retos prácticos, como son diversos problemas biomédicos en los que existe una cooperación directa con expertos/hospitales. Una línea de investigación prioritaria en este proyecto es la creación de herramientas inteligentes que permiten extraer y manipular conocimiento de un número extenso de fuentes heterogéneas. Por ejemplo, en problemas biomédicos podemos obtener información de señales numéricas, de imágenes, de historial/bases de datos de pacientes, etc. En el ámbito de la bioinformática, y debido al gran avance en las tecnologías de la información/comunicaciones, la cantidad, naturaleza y volumen de información, crece de forma continua. Somos conscientes de que cada uno de estos problemas de biomedicina y bioinformática puede tener la entidad de un proyecto independiente por su complejidad de resolución; no obstante, la principal finalidad de este proyecto es proporcionar a la comunidad científica herramientas informáticas avanzadas que puedan ser aplicadas satisfactoriamente en diversos campos biomédicos. El presente proyecto es de la categoría de proyecto motriz, y una vez desarrolladas las diferentes herramientas propuestas, uno de los principales objetivos es su aplicación a un problema real de gran repercusión socio-económica y de interés para la industria. Por ello, se pretende la utilización de las herramientas elaboradas en un problema concreto: Estudio comparado de secuencias de fragmentos de DNA-plasmídico y DNA-cromosómico obtenidos de dos cepas de bacterias lácticas de interés industrial.
Principal Investigator: Ignacio Rojas Ruiz
Reference: P12-TIC-2082
Start date: 2014-01-30
End date: 2019-02-16
Research Group: TIC-117
Amount to UGR: 212990.66
Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
Program: Proyectos de Excelencia: Proyectos motrices
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Patents and protected results

METHOD FOR OBTAINING DATA THAT CAN BE USED FOR THE DIAGNOSIS, PROGNOSIS AND PREDICTION OF RESPONSE TO THE TREATMENT OF PANCREATIC ADENOCARCINOMA
Inventors: Alberto Prieto Espinosa, Ignacio Rojas Ruiz
Reference: WO/2014/076342
Priority date: 2012-11-14
Patent exploitation: ningu
Applicant: Universidad de Granada, Universidad de Jaén, SERVICIO ANDALUZ DE SALUD
Research group: TIC-117
Scope: mundial

Doctoral Dissertations supervised

Battery Management of Rechargeable Zinc Air Batteries
Author: Andre Loechte
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2021-11-26
Supervision: Ignacio Rojas Ruiz, Peter Glösekötter
Integration of heterogeneous gene expression sources in human cancer pathologies, employing high performance computing and machine learning techniques
Author: Daniel Castillo Secilla
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2020-03-02
Supervision: Ignacio Rojas Ruiz, Luis Javier Herrera Maldonado
Special mention: internacional
Developing advanced computing techniques in bioinformatics and biomedical engineering
Author: Juan Manuel Gálvez Gómez
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2019-06-26
Supervision: Ignacio Rojas Ruiz, Francisco Manuel Ortuño Guzmán
Special mention: internacional
Extending the Concepts of Type-2 Fuzzy Logic and Systems
Author: Gonzalo Ruiz García
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2017-09-14
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas
Special mention: internacional
Development of Advanced Computational Systems for Multiple Sequence Alignments by using Heterogeneous Biological Information
Author: Francisco Manuel Ortuño Guzmán
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2014-07-28
Supervision: Ignacio Rojas Ruiz
Special mention: internacional
Robust Expert Systems for more Flexible Real-World Activity Recognition
Author: Oresti Baños Legrán
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2014-04-25
Supervision: Miguel Damas Hermoso, Héctor Emilio Pomares Cintas, Ignacio Rojas Ruiz
Special mention: internacional
Estudio estadístico de algoritmos de control inteligente en tiempo real. Aplicación en una plataforma hardware de control de temperatura.
Author: Rafik Lasri
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2012-05-04
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas, Olga Valenzuela Cansinos
Special mention: europea
Análisis Estadístico de distintas técnicas de Inteligencia Artificial en detección de intrusos.
Author: Hind Tribak
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2012-02-06
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas, Olga Valenzuela Cansinos
New Methodologies for the Design of Evolving Fuzzy Systems for Online Intelligent Control
Author: Ana Belén Cara Carmona
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2012-03-27
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas, Miguel Damas Hermoso
Special mention: europea
Intelligent systems for function approximation and the integration of heterogeneous biological data
Author: Javier Pérez Florido
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2011-10-10
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas
Special mention: europea
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
Modelos Avanzados de Inteligencia Computacional para Aproximación Funcional y Predicción de Series Temporales en Arquitecturas Paralelas
Author: Ginés Rubio Flores
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2010-07-05
Supervision: Héctor Emilio Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
Special mention: europea
Aproximación Funcional Mediante Redes de Funciones de Base Radial, Una alternativa para la Predicción en el Proceso de Reducción de Mineral de la Tecnología Caron de Producción de Níquel
Author: Francisco Fernández Periche
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2008-01-25
Supervision: Julio Ortega Lopera, Ignacio Rojas Ruiz
Diseño de Sistemas Inteligentes en Plataformas de Cómputo Paralelas
Author: Alberto Guillén Perales
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2007-07-05
Supervision: Ignacio Rojas Ruiz, Jesús González Peñalver, Héctor Emilio Pomares Cintas
Sistemas Inteligentes Adaptativos para Aproximación y Predicción Utilizando Arquitecturas Avanzadas
Author: Luis Javier Herrera Maldonado
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2007-07-06
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas
Development Of a High Accuracy Analogue-To-Digital Converter System: Application In Data Logging Units For Formula-1 Vehicles
Author: Carlos Castro Serrato
Institution: Infineon Technologies Ag, Munich
Dissertation date: 2006-05-02
Supervision: Ignacio Rojas Ruiz, Pedro Ángel Castillo Valdivieso, Alberto Prieto Espinosa
Study and Characterization With Scanning Probe Methods Of Employable Nano-Materials In New Architectures For Molecular Memories
Author: Manuela Alba Bueno
Institution: Infineon Technologies Ag, Munich
Dissertation date: 2006-05-05
Supervision: Karl Goser , Ignacio Rojas Ruiz, Alberto Prieto Espinosa
Desarrollo de Sistemas Inteligentes para Clasificación y Diagnóstico de Problemas en Medicina
Author: Suhail Odeh
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2006-07-07
Supervision: Eduardo Ros Vidal, Ignacio Rojas Ruiz
Desarrollo y Optimización de Nuevos Modelos de Redes Neuronales Basados en Funciones de Base Radial
Author: Mouncef Filali Bouami
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2005-07-01
Supervision: Ignacio Rojas Ruiz, Carlos García Puntonet
Modelado de Sistemas Complejos Mediante Estructuras Jerárquicas de Redes de Funciones de Base Radial
Author: Mohammed Awad
Institution: Arquitectura y Tecnología de Computadores (UGR),
Dissertation date: 2005-06-29
Supervision: Ignacio Rojas Ruiz, Héctor Emilio Pomares Cintas

Research visits

DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE. UNIVERSIDAD DE GENOVA. ENTIDAD FINANCIADORA: MINISTERIO DE CIENCIA Y TECNOLOGÍA (ACCIONES INTEGRADAS HISPANO-ITALIANA: HI 2002-0140)
Visiting researcher: Rojas Ruiz, Ignacio
Research group: TIC-117
Place: GENOVA; ITALIA
Start date: 2003-08-07
End date: 2003-08-25
Visiting category: POSTD
UNIVERSIDAD DE DORTMUND. INSTITUTO DE MICROELECTRÓNICA. BAJO LA DIRECCIÓN DEL PROF. KARL GOSER (DOCTOR HONORIS CAUSA POR LA UNIV. DE GRANADA)
Visiting researcher: Rojas Ruiz, Ignacio
Research group: TIC-117
Place: DORTMUND; ALEMANIA
Start date: 2001-08-29
End date: 2001-10-29
Visiting category: POSTD
UNIVERSIDAD DE DORTMUND. INSTITUTO DE MICROELECTRÓNICA. BAJO ACCIÓN INTEGRADA HISPANO-ALEMANA. BAJO LA DIRECCIÓN DEL PROF. KARL GOSER (DOCTOR HONORIS CAUSA POR LA UNIV. GRANADA)
Visiting researcher: Rojas Ruiz, Ignacio
Research group: TIC-117
Place: DORTMUND; ALEMANIA
Start date: 1995-08-28
End date: 1995-11-12
UNIVERSIDAD DE ALEMANIA. INSTITUTO DE MICROELECTRÓNICA. BAJO ACCIÓN INTEGRADA HISPANO-ALEMANA. BAJO LA DIRECCIÓN DEL PROF. KARL GOSER (DOCTOR HONORIS CAUSA POR LA UNIV. GRANADA)
Visiting researcher: Rojas Ruiz, Ignacio
Research group: TIC-117
Place: DORTMUND; ALEMANIA
Start date: 1994-08-10
End date: 1994-11-15
UNIVERSIDAD DE DORTMUND. INSTITUTO DE MICROELECTRÓNICA. BAJO ACCIÓN INTEGRADA HISPANO-ALEMANA. BAJO LA DIRECCIÓN DEL PROF. KARL GOSER (DOCTOR HONORIS CAUSA POR LA UNIV. GRANADA)
Visiting researcher: Rojas Ruiz, Ignacio
Research group: TIC-117
Place: DORTMUND; ALEMANIA
Start date: 1993-08-17
End date: 1993-11-18

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