Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights. - Ignacio Rojas; Jesús González 001; Antonio Cañas; Antonio F. Díaz; Fernando Rojas 001; Manuel Rodríguez 002 (Int. J. Neural Syst., 2000)

The synergy between multideme genetic algorithms and fuzzy systems. - Ignacio Rojas Ruiz; José Luis Bernier; Eduardo Ros Vidal; Fernando J. Rojas; Carlos García Puntonet (ESANN, 2001)

Multidimensional and multideme genetic algorithms for the construction of fuzzy systems. - Ignacio Rojas; Jesús González 001; Héctor Pomares; Fernando Rojas 001; F. J. Fernández; Alberto Prieto (Int. J. Approx. Reason., 2001)

Genetic algorithm approach to nonlinear blind source separation. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001; Arieto Prieto (IEEE Congress on Evolutionary Computation, 2002)

Applying Neural Networks and Genetic Algorithms to the Separation of Sources. - Fernando Rojas 001; Manuel Rodríguez Álvarez; Carlos García Puntonet; Rubén Martín-Clemente (IBERAMIA, 2002)

A two-stage approach to self-learning direct fuzzy controllers. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Fernando Rojas 001; Miguel Damas; F. J. Fernández (Int. J. Approx. Reason., 2002)

A procedure for improving generalization in classification trees. - Carlos Javier Mantas; José Miguel Mantas Ruiz; Fernando J. Rojas (Neurocomputing, 2002)

The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction. - Ignacio Rojas; Fernando Rojas 001; Olga Valenzuela; Alberto Prieto (CAEPIA, 2003)

Analysis of the Functional Block and Operator Involved in Fuzzy System Design. - Olga Valenzuela; Lozano Márquez; Miguel Pasadas; Ignacio Rojas; Manuel Rodríguez 002; Fernando Rojas 001 (CAEPIA, 2003)

Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. - Rubén Martín-Clemente; Susana Hornillo-Mellado; José I. Acha; Fernando Rojas Ruiz; Carlos García Puntonet (ESANN, 2003)

Adaptive and heuristic approaches for nonlinear source separation. - Fernando Rojas 001; Manuel Rodríguez Álvarez; Moisés Salmerón; Carlos García Puntonet; Rubén Martín-Clemente (IJCNN, 2003)

A New Geometrical ICA-based Method for Blind Separation of Speech Signals. - Manuel Rodríguez Álvarez; Fernando Rojas 001; Elmar Wolfgang Lang; Ignacio Rojas (IWANN (2), 2003)

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas (IWANN (2), 2003)

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001 (IWANN (2), 2003)

Sequential Learning Algorithm of Neural Networks Systems for Time Series. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001 (KI, 2003)

Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001 (WILF, 2003)

Lattice ICA for the separation of speech signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Elmar Wolfgang Lang; Ignacio Rojas Ruiz; Carlos García Puntonet; Moisés Salmerón-Campos (ESANN, 2004)

Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Rubén Martín-Clemente; Ignacio Rojas Ruiz; Carlos García Puntonet (ICA, 2004)

Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz; Manuel Rodríguez Álvarez; Juan Manuel Górriz Sáez (ICA, 2004)

Hybridizing Genetic Algorithms with ICA in Higher Dimension. - Juan Manuel Górriz Sáez; Carlos García Puntonet; Moisés Salmerón; Fernando Rojas Ruiz (ICA, 2004)

The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction. - Ignacio Rojas; Fernando Rojas 001; Héctor Pomares; Luis Javier Herrera; Jesús González 001; Olga Valenzuela (MICAI, 2004)

Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas; Rubén Martín-Clemente (IEEE Trans. Syst. Man Cybern. Part C, 2004)

Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz (ESANN, 2005)

Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network. - Olga Valenzuela; Ignacio Rojas Ruiz; Fernando Rojas Ruiz; Luisa Marquez (ESANN, 2005)

Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. - Fernando Rojas 001; Carlos García Puntonet; Juan Manuel Górriz; Olga Valenzuela (ICNC (3), 2005)

Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. - Mohammed Awad; Héctor Pomares; Luis Javier Herrera; Jesús González 001; Alberto Guillén; Fernando Rojas 001 (IWANN, 2005)

Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation. - Fernando Rojas Ruiz; Juan Manuel Górriz; Olga Valenzuela (IWANN, 2005)

Convergence Analysis of a GA-ICA Algorithm. - Juan Manuel Górriz; Carlos García Puntonet; Fernando Rojas 001; E. G. Medialdea (IWINAC (2), 2005)

A Canonical Genetic Algorithm for Blind Inversion of Linear Channels. - Fernando Rojas 001; Jordi Solé i Casals; Enric Monte-Moreno; Carlos García Puntonet; Alberto Prieto (ICA, 2006)

Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time. - Ignacio Rojas; Héctor Pomares; Jesús González 001; Luis Javier Herrera; Alberto Guillén; Fernando Rojas Ruiz; Olga Valenzuela (Fuzzy Sets Syst., 2006)

Optimizing blind source separation with guided genetic algorithms. - J. M. Górriz; Carlos García Puntonet; Fernando Rojas 001; R. Martin; Susana Hornillo-Mellado; Elmar Wolfgang Lang (Neurocomputing, 2006)

Multi-objective evolution of fuzzy systems. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Fernando Rojas 001; José M. Palomares (Soft Comput., 2006)

A Genetic Programming Approach for Classification of the Spontaneous Termination of Atrial Fibrillation. - Olga Valenzuela; Fernando Rojas Ruiz; Ignacio Rojas Ruiz; Maria del Mar Cepero; Francisco Javier Rojas (BIOCOMP, 2007)

An Evolutionary Approach for Blind Inversion of Wiener Systems. - Fernando Rojas 001; Jordi Solé i Casals; Carlos García Puntonet (ICA, 2007)

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Alberto Guillén; José M. Palomares; Fernando Rojas 001 (Int. J. Approx. Reason., 2007)

Output value-based initialization for radial basis function neural networks. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Olga Valenzuela; Fernando Rojas 001 (Neural Process. Lett., 2007)

Hybridization of intelligent techniques and ARIMA models for time series prediction. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001; Héctor Pomares; Luis Javier Herrera; Alberto Guillén; Luisa Marquez; Miguel Pasadas (Fuzzy Sets Syst., 2008)

Soft-computing techniques and ARMA model for time series prediction. - Ignacio Rojas; Olga Valenzuela; Fernando Rojas 001; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Luisa Marquez; Miguel Pasadas (Neurocomputing, 2008)

Studying possibility in a clustering algorithm for RBFNN design for function approximation. - Alberto Guillén; Héctor Pomares; Ignacio Rojas; Jesús González 001; Luis Javier Herrera; Fernando Rojas 001; Olga Valenzuela (Neural Comput. Appl., 2008)

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2. - Rodolfo V. García; Fernando Rojas 001; Jesús González 001; Belén San Román; Olga Valenzuela; Alberto Prieto; Luís Velázquez; Roberto Rodríguez (ICANN (1), 2009)

Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis. - Rodolfo V. García; Fernando Rojas 001; Carlos García Puntonet; Belén San Román; Luís Velázquez; Roberto Rodríguez (NOLISP, 2009)

Intelligent Classifier for Atrial Fibrillation (ECG). - Olga Valenzuela; Ignacio Rojas; F. Rojas 001; Alberto Guillén; Luis Javier Herrera; Fernando J. Rojas; Maria del Mar Cepero (Encyclopedia of Artificial Intelligence, 2009)

Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach. - Rodolfo García-Bermúdez; Fernando Rojas Ruiz; Jesús González 001; Olga Valenzuela; Luís Velázquez; Cira Torres; Roberto Becerra-García (ISDA, 2010)

Sleeping with ants, SVMs, multilayer perceptrons and SOMs. - Antonio Miguel Mora; Carlos M. Fernandes 001; Luis Javier Herrera; Pedro A. Castillo; Juan Julián Merelo Guervós; Fernando Rojas 001; Agostinho C. Rosa (ISDA, 2010)

Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm. - Rodolfo V. García; Fernando Rojas 001; Carlos García Puntonet; Belén San Román; Luís Velázquez; Roberto Rodríguez (Cogn. Comput., 2010)

EogStudio - A Software Platform for Processing Electrooculography Recordings. - Roberto Becerra-García; Rodolfo V. García; Fernando Rojas 001; Jesús González 001; Belén San Román; Luís Velázquez (IJCCI (NCTA), 2011)

A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process. - Rafik Lasri; Ignacio Rojas; Héctor Pomares; Fernando Rojas 001 (IJCCI (ECTA-FCTA), 2011)

Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA. - Rodolfo V. García; Fernando Rojas 001; Jesús González 001; Luís Velázquez; Roberto Rodríguez; Roberto Becerra-García; Olga Valenzuela (IWANN (1), 2011)

Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG. - Olga Valenzuela; Fernando J. Rojas; Luis Javier Herrera; Francisco M. Ortuño Guzman; Héctor Pomares; Ignacio Rojas Ruiz (ISDA, 2013)

Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising. - Rodolfo García-Bermúdez; Fernando Rojas 001; Roberto Antonio Becerra-García; Luís Velázquez Pérez; Roberto Rodríguez (IWANN (2), 2013)

Using intelligent system for medical decision-making to magnetic resonance imaging. - Olga Valenzuela; Francisco M. Ortuño Guzman; Fernando Rojas 001; Héctor Pomares; José Luis Bernier; Luis Javier Herrera; Alberto Guillén (IWBBIO, 2013)

Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG. - Olga Valenzuela; Fernando J. Rojas; Luis Javier Herrera; Francisco M. Ortuño Guzman; Oresti Baños; Gonzalo Ruiz; Hind Tribak; Héctor Pomares; Ignacio Rojas Ruiz (SocialCom, 2013)

Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns. - Francisco M. Ortuño Guzman; Olga Valenzuela; Fernando Rojas 001; Héctor Pomares; Javier Perez-Florido; José M. Urquiza; Ignacio Rojas (Bioinform., 2013)

Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm. - Fernando Rojas 001; Rodolfo V. García; Jesús González 001; Luís Velázquez; Roberto Becerra-García; Olga Valenzuela; Belén San Román (Neurocomputing, 2013)

Human activity recognition based on a sensor weighting hierarchical classifier. - Oresti Baños; Miguel Damas; Héctor Pomares; Fernando Rojas 001; Blanca L. Delgado-Márquez; Olga Valenzuela (Soft Comput., 2013)

A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling. - Rodolfo García-Bermúdez; Camilo Velázquez-Rodríguez; Fernando Rojas 001; Roberto Becerra-García; Michel Velázquez-Mariño; Liliana López; Luís Velázquez (ANNIIP, 2014)

Advances in bioinformatics using soft-computing paradigms. - Olga Valenzuela; Fernando Rojas 001; Francisco M. Ortuño Guzman; José Luis Bernier; María José Saéz-Lara; Belén San Román; Luis Javier Herrera; Alberto Guillén; Ignacio Rojas (IWBBIO, 2014)

Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images. - Olga Valenzuela; Belén San Román; Francisco M. Ortuño Guzman; José Luis Bernier Villamor; María José Saéz-Lara; Fernando Rojas 001; Ignacio Rojas (IWBBIO, 2014)

Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records. - Rodolfo García-Bermúdez; Camilo Velázquez-Rodríguez; Fernando Rojas Ruiz; Manuel Rodríguez 002; Roberto Becerra-García; Michel Velázquez-Mariño; José Arteaga-Vera; Luís Velázquez (IWANN (2), 2015)

Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform. - Rodolfo García-Bermúdez; Fernando Rojas 001; Gabriel Demera; Christian Torres; David Zambrano; Gonzalo Joya Caparrós; Roberto Becerra-García (IWBBIO (1), 2017)

Evaluation of Algorithms for Automatic Classification of Heart Sound Signals. - Ricardo Enrique Pérez-Guzmán; Rodolfo García-Bermúdez; Fernando Rojas Ruiz; Ariel Céspedes-Pérez; Yudelkis Ojeda-Riquenes (IWBBIO (1), 2017)

Automatic Glissade Determination Through a Mathematical Model in Electrooculographic Records. - Camilo Velázquez-Rodríguez; Rodolfo García-Bermúdez; Fernando Rojas Ruiz; Roberto Becerra-García; Luís Velázquez (IWBBIO (1), 2017)

Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling. - Daniel Castillo; Juan Manuel Galvez; Luis Javier Herrera; Belén San Román; Fernando Rojas 001; Ignacio Rojas (BMC Bioinform., 2017)

Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes. - Francisco Estella; Esther Suarez; Beatriz Lozano; Elena Santamarta; Antonio Saiz; Fernando Rojas 001; Ignacio Rojas; Fernando Seijo (IWBBIO (2), 2018)

Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed. - José Párraga-Valle; Rodolfo García-Bermúdez; Fernando Rojas 001; Christian Torres-Morán; Alfredo Simón-Cuevas (IWBBIO, 2020)

Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas (Neural Process. Lett., 2020)

Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas; Peter Glösekötter (BMC Bioinform., 2020)

Advanced neural network systems for solving complex real problems. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas (Neural Process. Lett., 2021)

COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model. - Sergio Ortiz; Juan Carlos Morales; Fernando Rojas 001; Olga Valenzuela; Luis Javier Herrera; Ignacio Rojas (IWBBIO (1), 2022)

Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases. - Francisco Estella; Esther Suarez; Beatriz Lozano; Elena Santamarta; Antonio Saiz; Fernando Rojas 001; Ignacio Rojas; Marta Blázquez; Lydia Nader; Javier Sol; Fernando Seijo (Neuroinformatics, 2022)

Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals. - Ignacio Rojas-Valenzuela; Fernando Rojas 001; Juan Carlos de la Cruz; Peter Glösekötter; Olga Valenzuela (IWBBIO (2), 2023)

Electrocardiogram and Phonocardiogram Signal Data Fusion Using Deep Learning System. - Olga Valenzuela; Ignacio Rojas-Valenzuela; Peter Glösekötter; Fernando Rojas 001 (IWBBIO (1), 2024)

Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches. - Sergio Ortiz; Ignacio Rojas-Valenzuela; Fernando Rojas 001; Olga Valenzuela; Luis Javier Herrera; Ignacio Rojas (Comput. Biol. Medicine, 2024)