Fernando Rojas Ruiz

According to our database, Fernando Rojas Ruiz authored at least 71 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals.

Ignacio Rojas-Valenzuela, Fernando Rojas, Juan Carlos de la Cruz, Peter Glösekötter, Olga Valenzuela

Proceedings of the Bioinformatics and Biomedical Engineering, 2023

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, Ignacio Rojas, Marta Blázquez, Lydia Nader, Javier Sol, Fernando Seijo

Neuroinformatics, 2022

COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model.

Sergio Ortiz, Juan Carlos Morales, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas

Proceedings of the Bioinformatics and Biomedical Engineering, 2022

2021

Advanced neural network systems for solving complex real problems.

Olga Valenzuela, Fernando Rojas, Ignacio Rojas

Neural Process. Lett., 2021

2020

Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018.

Olga Valenzuela, Fernando Rojas, Ignacio Rojas, Peter Glösekötter

BMC Bioinform., May, 2020

Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017.

Olga Valenzuela, Fernando Rojas, Ignacio Rojas

Neural Process. Lett., 2020

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, Christian Torres-Morán, Alfredo Simón-Cuevas

Proceedings of the Bioinformatics and Biomedical Engineering, 2020

2018

Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes.

Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Fernando Seijo

Proceedings of the Bioinformatics and Biomedical Engineering, 2018

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, Ignacio Rojas

BMC Bioinform., 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

Proceedings of the Bioinformatics and Biomedical Engineering, 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

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform.

Rodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2015

Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records.

Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas Ruiz, Manuel Rodríguez, Roberto Becerra-García, Michel Velázquez-Mariño, José Arteaga-Vera, Luís Velázquez

Proceedings of the Advances in Computational Intelligence, 2015

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, Ignacio Rojas

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Advances in bioinformatics using soft-computing paradigms.

Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman, José Luis Bernier, María José Saéz-Lara, Belén San Román, Luis Javier Herrera, Alberto Guillén, Ignacio Rojas

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling.

Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas, Roberto Becerra-García, Michel Velázquez-Mariño, Liliana López, Luís Velázquez

Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing, 2014

2013

Human activity recognition based on a sensor weighting hierarchical classifier.

Oresti Baños, Miguel Damas, Héctor Pomares, Fernando Rojas, Blanca L. Delgado-Márquez, Olga Valenzuela

Soft Comput., 2013

Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm.

Fernando Rojas, Rodolfo V. García, Jesús González, Luís Velázquez, Roberto Becerra-García, Olga Valenzuela, Belén San Román

Neurocomputing, 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, Héctor Pomares, Javier Perez-Florido, José M. Urquiza, Ignacio Rojas

Bioinform., 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

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Using intelligent system for medical decision-making to magnetic resonance imaging.

Olga Valenzuela, Francisco M. Ortuño Guzman, Fernando Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising.

Rodolfo García-Bermúdez, Fernando Rojas, Roberto Antonio Becerra-García, Luís Velázquez Pérez, Roberto Rodríguez

Proceedings of the Advances in Computational Intelligence, 2013

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

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

2011

Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA.

Rodolfo V. García, Fernando Rojas, Jesús González, Luís Velázquez, Roberto Rodríguez, Roberto Becerra-García, Olga Valenzuela

Proceedings of the Advances in Computational Intelligence, 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

Proceedings of the ECTA and FCTA 2011, 2011

EogStudio - A Software Platform for Processing Electrooculography Recordings.

Roberto Becerra-García, Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Luís Velázquez

Proceedings of the NCTA 2011, 2011

2010

Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm.

Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez

Cogn. Comput., 2010

Sleeping with ants, SVMs, multilayer perceptrons and SOMs.

Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach.

Rodolfo García-Bermúdez, Fernando Rojas Ruiz, Jesús González, Olga Valenzuela, Luís Velázquez, Cira Torres, Roberto Becerra-García

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

2009

Intelligent Classifier for Atrial Fibrillation (ECG).

Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Fernando J. Rojas, Maria del Mar Cepero

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Intelligent Classifier for Atrial Fibrillation (ECG).

Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Fernando J. Rojas, Maria del Mar Cepero

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis.

Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez

Proceedings of the Advances in Nonlinear Speech Processing, 2009

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2.

Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Olga Valenzuela, Alberto Prieto, Luís Velázquez, Roberto Rodríguez

Proceedings of the Artificial Neural Networks, 2009

2008

Studying possibility in a clustering algorithm for RBFNN design for function approximation.

Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela

Neural Comput. Appl., 2008

Soft-computing techniques and ARMA model for time series prediction.

Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas

Neurocomputing, 2008

Hybridization of intelligent techniques and ARIMA models for time series prediction.

Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas

Fuzzy Sets Syst., 2008

2007

Output value-based initialization for radial basis function neural networks.

Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas

Neural Process. Lett., 2007

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms.

Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas

Int. J. Approx. Reason., 2007

An Evolutionary Approach for Blind Inversion of Wiener Systems.

Fernando Rojas, Jordi Solé i Casals, Carlos García Puntonet

Proceedings of the Independent Component Analysis and Signal Separation, 2007

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

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2006

Multi-objective evolution of fuzzy systems.

Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares

Soft Comput., 2006

Optimizing blind source separation with guided genetic algorithms.

J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang

Neurocomputing, 2006

Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time.

Ignacio Rojas, Héctor Pomares, Jesús González, Luis Javier Herrera, Alberto Guillén, Fernando Rojas Ruiz, Olga Valenzuela

Fuzzy Sets Syst., 2006

A Canonical Genetic Algorithm for Blind Inversion of Linear Channels.

Fernando Rojas, Jordi Solé i Casals, Enric Monte-Moreno, Carlos García Puntonet, Alberto Prieto

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005

Convergence Analysis of a GA-ICA Algorithm.

Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas, E. G. Medialdea

Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 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

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.

Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.

Fernando Rojas, Carlos García Puntonet, Juan Manuel Górriz, Olga Valenzuela

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network.

Olga Valenzuela, Ignacio Rojas Ruiz, Fernando Rojas Ruiz, Luisa Marquez

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation.

Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.

Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente

IEEE Trans. Syst. Man Cybern. Part C, 2004

The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.

Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Jesús González, Olga Valenzuela

Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Hybridizing Genetic Algorithms with ICA in Higher Dimension.

Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Fernando Rojas Ruiz

Proceedings of the Independent Component Analysis and Blind Signal Separation, 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

Proceedings of the Independent Component Analysis and Blind Signal Separation, 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

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

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

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process.

Olga Valenzuela, Ignacio Rojas, Fernando Rojas

Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

Sequential Learning Algorithm of Neural Networks Systems for Time Series.

Olga Valenzuela, Ignacio Rojas, Fernando Rojas

Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.

Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis.

Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

A New Geometrical ICA-based Method for Blind Separation of Speech Signals.

Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas

Proceedings of the Artificial Neural Nets Problem Solving Methods, 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

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

Analysis of the Functional Block and Operator Involved in Fuzzy System Design.

Olga Valenzuela, Lozano Márquez, Miguel Pasadas, Ignacio Rojas, Manuel Rodríguez, Fernando Rojas

Proceedings of the Current Topics in Artificial Intelligence, 2003

The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction.

Ignacio Rojas, Fernando Rojas, Olga Valenzuela, Alberto Prieto

Proceedings of the Current Topics in Artificial Intelligence, 2003

2002

A procedure for improving generalization in classification trees.

Carlos Javier Mantas, José Miguel Mantas Ruiz, Fernando J. Rojas

Neurocomputing, 2002

A two-stage approach to self-learning direct fuzzy controllers.

Héctor Pomares, Ignacio Rojas, Jesús González, Fernando Rojas, Miguel Damas, F. J. Fernández

Int. J. Approx. Reason., 2002

Applying Neural Networks and Genetic Algorithms to the Separation of Sources.

Fernando Rojas, Manuel Rodríguez Álvarez, Carlos García Puntonet, Rubén Martín-Clemente

Proceedings of the Advances in Artificial Intelligence, 2002

Genetic algorithm approach to nonlinear blind source separation.

Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Multidimensional and multideme genetic algorithms for the construction of fuzzy systems.

Ignacio Rojas, Jesús González, Héctor Pomares, Fernando Rojas, F. J. Fernández, Alberto Prieto

Int. J. Approx. Reason., 2001

The synergy between multideme genetic algorithms and fuzzy systems.

Ignacio Rojas Ruiz, José Luis Bernier, Eduardo Ros Vidal, Fernando J. Rojas, Carlos García Puntonet

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights.

Ignacio Rojas, Jesús González, Antonio Cañas, Antonio F. Díaz, Fernando Rojas, Manuel Rodríguez

Int. J. Neural Syst., 2000