Ignacio Rojas Ruiz

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

  • 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 -1 -1 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
  • 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 -1 -1 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
  • 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 -1 -1 2013
  • 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
  • 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
  • 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
  • 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 -1 -1 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
  • 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

  • Creation of a Database Including a Set of Biological Features Relaed to Protein Sequences and their Corresponding Alignments
    Author-s: Ortuno, F.; Pomares, H.; Rojas, I.; Valenzuela, O.
    Source: 2014 IEEE 27TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS) 557 558 27th IEEE International Symposium on Computer-Base MAY 27-29, 2014 Icahn Sch Med, Icahn Sch Med, Icahn Sch Med 2014
  • 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
  • Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features
    Author-s: Ortuno, Francisco; Valenzuela, Olga; Pomares, Hector; Rojas, Ignacio
    Source: ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II 7903 150 158 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, Puerto de la Cruz 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
  • Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II
    Author-s: Ortuno, Francisco; Florido, Javier P.; Urquiza, Jose M.; Pomares, Hector; Prieto, Alberto; Rojas, Ignacio
    Source: 2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) -1 -1 IEEE Congress on Evolutionary Computation (CEC) JUN 10-15, 2012 Brisbane, Brisbane 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
  • Emerging Methodologies in Multiple Sequence Alignment Using High Throughput Data
    Author-s: Ortuno Guzman, Francisco M.; Rojas, I.; Pomares, H.; Urquiza, J. M.; Florido, J. P.
    Source: 5TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS (PA 93 183 190 5th International Conference on Practical Applicat APR 06-08, 2011 Salamanca, Salamanca 2011
  • 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
  • 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, Cordoba 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 -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
  • 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 -1 -1 World Congress on Computational Intelligence (WCCI 2010 Barcelona, Barcelona 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, Granada 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
  • Advanced Soft-Computing techniques and Clustering Algorithm for Gene Expression Microarray Data Classification.
    Author-s: Valenzuela, Olga; Rojas, Fernando; Ortuno, Francisco; Luis Bernier, Jose; Jose Saez, M.; San-Roman, Belen; Javier Herrera, Luis; Guillen, Alberto; Rojas, Ignacio
    Source: PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, 1634 1643 2nd International Work-Conference on Bioinformatic APR 07-09, 2014 Granada, Granada 2014
  • Development of Soft-Computing techniques capable of diagnosing Alzheimer!s Disease in its pre-clinical stage combining MRI and FDG-PET images.
    Author-s: Valenzuela, Olga; Ortuno, Francisco; San-Roman, Belen; Martin-Rodriguez, Victor; Luis Bernier, Jose; Jose Saez, M.; Rojas, Fernando; Rojas, Ignacio
    Source: PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, 1644 1650 2nd International Work-Conference on Bioinformatic APR 07-09, 2014 Granada, Granada 2014
  • Determining the most suitable multiple sequence alignment methodology by using a set of heterogeneous biological features.
    Author-s: Ortuno, Francisco; Valenzuela, Olga; Pomares, Hector; Rojas, Ignacio
    Source: PROCEEDINGS IWBBIO 2013: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING 283 288 International Work-Conference on Bioinformatics an MAR 18-20, 2013 Univ Grenada, Fac Sci, Univ Grenada, Fac Sci, Univ Grenada, Fac Sci 2013
  • Optimal Knots Allocation in Smoothing Splines using intelligent system. Application in bio-medical signal processing.
    Author-s: Valenzuela, O.; Pasadas, M.; Ortuno, F.; Rojas, I.
    Source: PROCEEDINGS IWBBIO 2013: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING 289 295 International Work-Conference on Bioinformatics an MAR 18-20, 2013 Univ Grenada, Fac Sci, Univ Grenada, Fac Sci, Univ Grenada, Fac Sci 2013
  • 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 297 304 International Work-Conference on Bioinformatics an MAR 18-20, 2013 Univ Grenada, Fac Sci, Univ Grenada, Fac Sci, Univ Grenada, Fac Sci 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, Washington 2013
  • Intelligent systems to autonomously classify several arrhythmia using information from ECG.
    Author-s: Valenzuela, Olga; Rojas, F.; Herrera, L. J.; Ortuno, F.; Banos, O.; Ruiz, G.; Tribak, H.; Pomares, H.; Rojas, I.
    Source: 2013 ASE/IEEE INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING (SOCIALCOM) 1038 1045 ASE/IEEE International Conference on Social Comput SEP 08-14, 2013 Washington, Washington 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, San Jose 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, BARCELONA 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

  • 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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