Fernando Rojas

61 papers B 2C 1Misc 2Journal 21Unranked 28
YearRankTypeTitle / Venue / Authors
2024 — ed.
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela
2024 — ed.
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela
2024 — conf
Electrocardiogram and Phonocardiogram Signal Data Fusion Using Deep Learning System.
IWBBIO (1)
Olga Valenzuela, Ignacio Rojas-Valenzuela, Peter Glösekötter, Fernando Rojas
2024 J jnl
Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches.
Comput. Biol. Medicine
Sergio Ortiz, Ignacio Rojas-Valenzuela, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas
2023 — conf
Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals.
IWBBIO (2)
Ignacio Rojas-Valenzuela, Fernando Rojas, Juan Carlos de la Cruz, Peter Glösekötter, Olga Valenzuela
2022 — ed.
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño
2022 — ed.
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño
2022 — conf
COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model.
IWBBIO (1)
Sergio Ortiz, Juan Carlos Morales, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas
2022 J jnl
Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases.
Neuroinformatics
Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Marta Blázquez, Lydia Nader, Javier Sol, Fernando Seijo
2021 J jnl
Advanced neural network systems for solving complex real problems.
Neural Process. Lett.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
2020 — ed.
Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Granada, Spain, May 6-8, 2020, Proceedings
IWBBIO
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman
2020 J jnl
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017.
Neural Process. Lett.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
2020 — conf
Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed.
IWBBIO
José Párraga-Valle, Rodolfo García-Bermúdez, Fernando Rojas, Christian Torres-Morán, Alfredo Simón-Cuevas
2020 J jnl
Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018.
BMC Bioinform.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas, Peter Glösekötter
2019 — ed.
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman
2019 — ed.
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman
2018 — conf
Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes.
IWBBIO (2)
Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Fernando Seijo
2017 — conf
Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform.
IWBBIO (1)
Rodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García
2017 J jnl
Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling.
BMC Bioinform.
Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Belén San Román, Fernando Rojas, Ignacio Rojas
2014 — conf
A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling.
ANNIIP
Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas, Roberto Becerra-García, Michel Velázquez-Mariño, Liliana López, Luís Velázquez
2014 — conf
Advances in bioinformatics using soft-computing paradigms.
IWBBIO
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
2014 — conf
Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images.
IWBBIO
Olga Valenzuela, Belén San Román, Francisco M. Ortuño Guzman, José Luis Bernier Villamor, María José Saéz-Lara, Fernando Rojas, Ignacio Rojas
2013 J jnl
Human activity recognition based on a sensor weighting hierarchical classifier.
Soft Comput.
Oresti Baños, Miguel Damas, Héctor Pomares, Fernando Rojas, Blanca L. Delgado-Márquez, Olga Valenzuela
2013 J jnl
Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm.
Neurocomputing
Fernando Rojas, Rodolfo V. García, Jesús González, Luís Velázquez, Roberto Becerra-García, Olga Valenzuela, Belén San Román
2013 J jnl
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns.
Bioinform.
Francisco M. Ortuño Guzman, Olga Valenzuela, Fernando Rojas, Héctor Pomares, Javier Perez-Florido, José M. Urquiza, Ignacio Rojas
2013 — conf
Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising.
IWANN (2)
Rodolfo García-Bermúdez, Fernando Rojas, Roberto Antonio Becerra-García, Luís Velázquez Pérez, Roberto Rodríguez
2013 — conf
Using intelligent system for medical decision-making to magnetic resonance imaging.
IWBBIO
Olga Valenzuela, Francisco M. Ortuño Guzman, Fernando Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
2011 — conf
A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process.
IJCCI (ECTA-FCTA)
Rafik Lasri, Ignacio Rojas, Héctor Pomares, Fernando Rojas
2011 — conf
EogStudio - A Software Platform for Processing Electrooculography Recordings.
IJCCI (NCTA)
Roberto Becerra-García, Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Luís Velázquez
2011 — conf
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA.
IWANN (1)
Rodolfo V. García, Fernando Rojas, Jesús González, Luís Velázquez, Roberto Rodríguez, Roberto Becerra-García, Olga Valenzuela
2010 J jnl
Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm.
Cogn. Comput.
Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez
2010 C conf
Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
ISDA
Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
2009 — conf
Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis.
NOLISP
Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez
2009 — conf
Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2.
ICANN (1)
Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Olga Valenzuela, Alberto Prieto, Luís Velázquez, Roberto Rodríguez
2008 J jnl
Hybridization of intelligent techniques and ARIMA models for time series prediction.
Fuzzy Sets Syst.
Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas
2008 J jnl
Soft-computing techniques and ARMA model for time series prediction.
Neurocomputing
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas
2008 J jnl
Studying possibility in a clustering algorithm for RBFNN design for function approximation.
Neural Comput. Appl.
Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela
2007 — conf
An Evolutionary Approach for Blind Inversion of Wiener Systems.
ICA
Fernando Rojas, Jordi Solé i Casals, Carlos García Puntonet
2007 J jnl
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms.
Int. J. Approx. Reason.
Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas
2007 J jnl
Output value-based initialization for radial basis function neural networks.
Neural Process. Lett.
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas
2006 — conf
A Canonical Genetic Algorithm for Blind Inversion of Linear Channels.
ICA
Fernando Rojas, Jordi Solé i Casals, Enric Monte-Moreno, Carlos García Puntonet, Alberto Prieto
2006 J jnl
Multi-objective evolution of fuzzy systems.
Soft Comput.
Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares
2006 J jnl
Optimizing blind source separation with guided genetic algorithms.
Neurocomputing
J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang
2005 Misc conf
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.
IWANN
Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas
2005 — conf
Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.
ICNC (3)
Fernando Rojas, Carlos García Puntonet, Juan Manuel Górriz, Olga Valenzuela
2005 — conf
Convergence Analysis of a GA-ICA Algorithm.
IWINAC (2)
Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas, E. G. Medialdea
2004 J jnl
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente
2004 — conf
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.
MICAI
Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Jesús González, Olga Valenzuela
2003 — conf
A New Geometrical ICA-based Method for Blind Separation of Speech Signals.
IWANN (2)
Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas
2003 B conf
Adaptive and heuristic approaches for nonlinear source separation.
IJCNN
Fernando Rojas, Manuel Rodríguez Álvarez, Moisés Salmerón, Carlos García Puntonet, Rubén Martín-Clemente
2003 — conf
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.
IWANN (2)
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega
2003 — conf
Analysis of the Functional Block and Operator Involved in Fuzzy System Design.
CAEPIA
Olga Valenzuela, Lozano Márquez, Miguel Pasadas, Ignacio Rojas, Manuel Rodríguez, Fernando Rojas
2003 — conf
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis.
IWANN (2)
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas
2003 Misc conf
Sequential Learning Algorithm of Neural Networks Systems for Time Series.
KI
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
2003 — conf
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process.
WILF
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
2003 — conf
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction.
CAEPIA
Ignacio Rojas, Fernando Rojas, Olga Valenzuela, Alberto Prieto
2002 J jnl
A two-stage approach to self-learning direct fuzzy controllers.
Int. J. Approx. Reason.
Héctor Pomares, Ignacio Rojas, Jesús González, Fernando Rojas, Miguel Damas, F. J. Fernández
2002 — conf
Applying Neural Networks and Genetic Algorithms to the Separation of Sources.
IBERAMIA
Fernando Rojas, Manuel Rodríguez Álvarez, Carlos García Puntonet, Rubén Martín-Clemente
2002 B conf
Genetic algorithm approach to nonlinear blind source separation.
IEEE Congress on Evolutionary Computation
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto
2001 J jnl
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems.
Int. J. Approx. Reason.
Ignacio Rojas, Jesús González, Héctor Pomares, Fernando Rojas, F. J. Fernández, Alberto Prieto
2000 J jnl
Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights.
Int. J. Neural Syst.
Ignacio Rojas, Jesús González, Antonio Cañas, Antonio F. Díaz, Fernando Rojas, Manuel Rodríguez