Fernando Rojas

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 10

Top Topics

Computing Paradigms

Top Venues

Publications

Olga Valenzuela, Ignacio Rojas-Valenzuela, Peter Glösekötter, Fernando Rojas
Electrocardiogram and Phonocardiogram Signal Data Fusion Using Deep Learning System. IWBBIO (1) (2024)
Ignacio Rojas-Valenzuela, Fernando Rojas, Juan Carlos de la Cruz, Peter Glösekötter, Olga Valenzuela
Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals. IWBBIO (2) (2023)
Sergio Ortiz, Juan Carlos Morales, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas
COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model. IWBBIO (1) (2022)
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
Advanced neural network systems for solving complex real problems. Neural Process. Lett. 53 (5) (2021)
Olga Valenzuela, Fernando Rojas, Ignacio Rojas, Peter Glösekötter
Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018. BMC Bioinform. (7) (2020)
José Párraga-Valle, Rodolfo García-Bermúdez, Fernando Rojas, Christian Torres-Morán, Alfredo Simón-Cuevas
Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed. IWBBIO (2020)
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017. Neural Process. Lett. 52 (1) (2020)
Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Fernando Seijo
Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes. IWBBIO (2) (2018)
Rodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García
Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform. IWBBIO (1) (2017)
Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Belén San Román, Fernando Rojas, Ignacio Rojas
Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling. BMC Bioinform. 18 (1) (2017)
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
Advances in bioinformatics using soft-computing paradigms. IWBBIO (2014)
Olga Valenzuela, Belén San Román, Francisco M. Ortuño Guzman, José Luis Bernier Villamor, María José Saéz-Lara, Fernando Rojas, Ignacio Rojas
Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images. IWBBIO (2014)
Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas, Roberto Becerra-García, Michel Velázquez-Mariño, Liliana López, Luís Velázquez
A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling. ANNIIP (2014)
Olga Valenzuela, Francisco M. Ortuño Guzman, Fernando Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
Using intelligent system for medical decision-making to magnetic resonance imaging. IWBBIO (2013)
Fernando Rojas, Rodolfo V. García, Jesús González, Luís Velázquez, Roberto Becerra-García, Olga Valenzuela, Belén San Román
Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm. Neurocomputing 121 (2013)
Francisco M. Ortuño Guzman, Olga Valenzuela, Fernando Rojas, Héctor Pomares, Javier P. Florido, José M. Urquiza, Ignacio Rojas
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns. Bioinform. 29 (17) (2013)
Rodolfo García-Bermúdez, Fernando Rojas, Roberto Antonio Becerra-García, Luís Velázquez Pérez, Roberto Rodríguez
Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising. IWANN (2) (2013)
Oresti Baños, Miguel Damas, Héctor Pomares, Fernando Rojas, Blanca L. Delgado-Márquez, Olga Valenzuela
Human activity recognition based on a sensor weighting hierarchical classifier. Soft Comput. 17 (2) (2013)
Roberto Becerra-García, Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Luís Velázquez
EogStudio - A Software Platform for Processing Electrooculography Recordings. IJCCI (NCTA) (2011)
Rodolfo V. García, Fernando Rojas, Jesús González, Luís Velázquez, Roberto Rodríguez, Roberto Becerra-García, Olga Valenzuela
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA. IWANN (1) (2011)
Rafik Lasri, Ignacio Rojas, Héctor Pomares, Fernando Rojas
A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process. IJCCI (ECTA-FCTA) (2011)
Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
Sleeping with ants, SVMs, multilayer perceptrons and SOMs. ISDA (2010)
Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez
Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm. Cogn. Comput. 2 (3) (2010)
Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Olga Valenzuela, Alberto Prieto, Luís Velázquez, Roberto Rodríguez
Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2. ICANN (1) (2009)
Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez
Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis. NOLISP (2009)
Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas
Hybridization of intelligent techniques and ARIMA models for time series prediction. Fuzzy Sets Syst. 159 (7) (2008)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas
Soft-computing techniques and ARMA model for time series prediction. Neurocomputing 71 (4-6) (2008)
Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela
Studying possibility in a clustering algorithm for RBFNN design for function approximation. Neural Comput. Appl. 17 (1) (2008)
Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms. Int. J. Approx. Reason. 44 (1) (2007)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas
Output value-based initialization for radial basis function neural networks. Neural Process. Lett. 25 (3) (2007)
Fernando Rojas, Jordi Solé i Casals, Carlos García Puntonet
An Evolutionary Approach for Blind Inversion of Wiener Systems. ICA (2007)
J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang
Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69 (13-15) (2006)
Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares
Multi-objective evolution of fuzzy systems. Soft Comput. 10 (9) (2006)
Fernando Rojas, Jordi Solé i Casals, Enric Monte-Moreno, Carlos García Puntonet, Alberto Prieto
A Canonical Genetic Algorithm for Blind Inversion of Linear Channels. ICA (2006)
Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas, E. G. Medialdea
Convergence Analysis of a GA-ICA Algorithm. IWINAC (2) (2005)
Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. IWANN (2005)
Fernando Rojas, Carlos García Puntonet, Juan Manuel Górriz, Olga Valenzuela
Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. ICNC (3) (2005)
Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Jesús González, Olga Valenzuela
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction. MICAI (2004)
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 34 (4) (2004)
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. IWANN (2) (2003)
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. IWANN (2) (2003)
Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas
A New Geometrical ICA-based Method for Blind Separation of Speech Signals. IWANN (2) (2003)
Ignacio Rojas, Fernando Rojas, Olga Valenzuela, Alberto Prieto
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction. CAEPIA (2003)
Olga Valenzuela, Lozano Márquez, Miguel Pasadas, Ignacio Rojas, Manuel Rodríguez, Fernando Rojas
Analysis of the Functional Block and Operator Involved in Fuzzy System Design. CAEPIA (2003)
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
Sequential Learning Algorithm of Neural Networks Systems for Time Series. KI (2003)
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process. WILF (2003)
Héctor Pomares, Ignacio Rojas, Jesús González, Fernando Rojas, Miguel Damas, F. J. Fernández
A two-stage approach to self-learning direct fuzzy controllers. Int. J. Approx. Reason. 29 (3) (2002)
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto
Genetic algorithm approach to nonlinear blind source separation. IEEE Congress on Evolutionary Computation (2002)
Fernando Rojas, Manuel Rodríguez Álvarez, Carlos García Puntonet, Rubén Martín-Clemente
Applying Neural Networks and Genetic Algorithms to the Separation of Sources. IBERAMIA (2002)
Ignacio Rojas, Jesús González, Héctor Pomares, Fernando Rojas, F. J. Fernández, Alberto Prieto
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems. Int. J. Approx. Reason. 26 (3) (2001)
Ignacio Rojas, Jesús González, Antonio Cañas, Antonio F. Díaz, Fernando Rojas, Manuel Rodríguez
Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights. Int. J. Neural Syst. 10 (5) (2000)