Jesús González

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 32

Top Venues

Publications

Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González
Improving the Performance of EA-based Multi-population Models for Feature Selection Problems by Reducing the Individual Size in the Initial Population. GECCO Companion (2024)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Dragi Kimovski, Jesús González
Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification. IWANN (1) (2023)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González, Luis Javier Herrera, Ignacio Rojas
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. IWANN (1) (2023)
Juan Carlos Gómez-López, Juan José Escobar, Antonio Francisco Díaz, Miguel Damas, Francisco Gil Montoya, Jesús González
Boosting the convergence of a GA-based wrapper for feature selection problems on high-dimensional data. GECCO Companion (2022)
Alberto Ortega, Juan José Escobar, Miguel Damas, Andrés Ortiz, Jesús González
Ant colony optimization for feature selection via a filter-randomized search heuristic. GECCO Companion (2022)
Juan Carlos Gómez-López, Juan José Escobar, Jesús González, Francisco Gil Montoya, Julio Ortega, Mike Burmester, Miguel Damas
Energy-Time Profiling for Machine Learning Methods to EEG Classification. BIOMESIP (2021)
Jesús González, Julio Ortega, Juan José Escobar, Miguel Damas
A lexicographic cooperative co-evolutionary approach for feature selection. Neurocomputing 463 (2021)
Alberto Ortega, Juan José Escobar, Julio Ortega, Jesús González, Alfredo Alcayde, Jorge Munilla, Miguel Damas
Performance Study of Ant Colony Optimization for Feature Selection in EEG Classification. BIOMESIP (2021)
Javier León, Juan José Escobar, Jesús González, Julio Ortega, Francisco Manuel Arrabal-Campos, Andrés Ortiz, Miguel Damas
Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification. BIOMESIP (2021)
Javier León, Andrés Ortiz, Miguel Damas, Jesús González, Julio Ortega
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification. HAIS (2020)
Juan José Escobar, Julio Ortega, Antonio Francisco Díaz, Jesús González, Miguel Damas
A parallel and distributed multi-population GA with asynchronous migrations: energy-time analysis for heterogeneous systems. GECCO Companion (2020)
Jesús González, Julio Ortega Lopera, Miguel Damas, Pedro Martín-Smith
Many-Objective Cooperative Co-evolutionary Feature Selection: A Lexicographic Approach. IWANN (2) (2019)
Juan José Escobar, Julio Ortega Lopera, Antonio Francisco Díaz, Jesús González, Miguel Damas
Energy-aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU-GPU architectures. Concurr. Comput. Pract. Exp. 31 (6) (2019)
Juan José Escobar, Julio Ortega, Antonio F. Díaz, Jesús González, Miguel Damas
Time-energy analysis of multilevel parallelism in heterogeneous clusters: the case of EEG classification in BCI tasks. J. Supercomput. 75 (7) (2019)
Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
Distributed multi-objective evolutionary optimization using island-based selective operator application. Appl. Soft Comput. 85 (2019)
Jesús González, Julio Ortega, Miguel Damas, Pedro Martín-Smith, John Q. Gan
A new multi-objective wrapper method for feature selection - Accuracy and stability analysis for BCI. Neurocomputing 333 (2019)
Salvador Moreno, Julio Ortega, Miguel Damas, Antonio F. Díaz, Jesús González, Héctor Pomares
Prediction of energy consumption in a NSGA-II-based evolutionary algorithm. GECCO (Companion) (2018)
Juan José Escobar, Julio Ortega, Antonio Francisco Díaz, Jesús González, Miguel Damas
A Power-Performance Perspective to Multiobjective Electroencephalogram Feature Selection on Heterogeneous Parallel Platforms. J. Comput. Biol. 25 (8) (2018)
Juan José Escobar, Julio Ortega, Antonio Francisco Díaz, Jesús González, Miguel Damas
Speedup and Energy Analysis of EEG Classification for BCI Tasks on CPU-GPU Clusters. PBio@EuroMPI (2018)
Juan José Escobar, Julio Ortega, Antonio Francisco Díaz, Jesús González, Miguel Damas
Multi-objective feature selection for EEG classification with multi-level parallelism on heterogeneous CPU-GPU clusters. GECCO (Companion) (2018)
Daniel Sánchez Morillo, Jesús González, Marcial García-Rojo, Julio Ortega
Classification of Breast Cancer Histopathological Images Using KAZE Features. IWBBIO (2) (2018)
Francisco J. Estévez, José María Castillo Secilla, Jesús González, Joaquín Olivares, Peter Glösekötter
mDARAL: A Multi-Radio Version for the DARAL Routing Algorithm. Sensors 17 (2) (2017)
Juan José Escobar, Julio Ortega, Jesús González, Miguel Damas, Beatriz Prieto
Issues on GPU Parallel Implementation of Evolutionary High-Dimensional Multi-objective Feature Selection. EvoApplications (1) (2017)
Francisco J. Estévez, Jesús González, Peter Glösekötter, Olga Valenzuela, Ignacio Rojas
Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP). Sensors 17 (7) (2017)
Juan José Escobar, Julio Ortega, Jesús González, Miguel Damas, Antonio F. Díaz
Parallel high-dimensional multi-objective feature selection for EEG classification with dynamic workload balancing on CPU-GPU architectures. Clust. Comput. 20 (3) (2017)
Juan José Escobar, Julio Ortega, Antonio Francisco Díaz, Jesús González, Miguel Damas
Power-Performance Evaluation of Parallel Multi-objective EEG Feature Selection on CPU-GPU Platforms. ICA3PP (2017)
Juan José Escobar, Julio Ortega, Jesús González, Miguel Damas
Assessing Parallel Heterogeneous Computer Architectures for Multiobjective Feature Selection on EEG Classification. IWBBIO (2016)
Francisco J. Estévez, Peter Glösekötter, Jesús González
DARAL: A Dynamic and Adaptive Routing Algorithm for Wireless Sensor Networks. Sensors 16 (7) (2016)
Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces. EvoApplications (2) (2016)
Juan José Escobar, Julio Ortega, Jesús González, Miguel Damas
Improving Memory Accesses for Heterogeneous Parallel Multi-objective Feature Selection on EEG Classification. Euro-Par Workshops (2016)
Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. Appl. Soft Comput. 38 (2016)
Francisco J. Estévez, Jesús González, Peter Glösekötter, Ignacio Rojas
Fine-Tuning the DARP Wireless Sensor Routing Protocol. UCAmI (2) (2016)
Pablo García-Sánchez, Antonio Fernández-Ares, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós
Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games. EvoApplications (2014)
Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós
A Methodology to Develop Service Oriented Evolutionary Algorithms. IDC (2014)
Pablo García-Sánchez, María Isabel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Carlos M. Fernandes, Paloma de las Cuevas, Gustavo Romero, Jesús González, Juan Julián Merelo Guervós
Developing services in a service oriented architecture for evolutionary algorithms. GECCO (Companion) (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)
Jesús González, Héctor Pomares, Miguel Damas, Pablo García-Sánchez, Manuel Rodriguez-Alvarez, José M. Palomares
The Use of Video-Gaming Devices as a Motivation for Learning Embedded Systems Programming. IEEE Trans. Educ. 56 (2) (2013)
Pablo García-Sánchez, Jesús González, Antonio Miguel Mora, Alberto Prieto
Deploying intelligent e-health services in a mobile gateway. Expert Syst. Appl. 40 (4) (2013)
Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Maribel García Arenas, Juan Julián Merelo Guervós
Service oriented evolutionary algorithms. Soft Comput. 17 (6) (2013)
Pablo García-Sánchez, S. González, Almudena Rivadeneyra, M. P. Palomares, Jesús González
Context-Awareness in a Service Oriented e-Health Platform. IWAAL (2011)
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)
Jesús González, Miguel Damas, Javier Díaz, Pedro A. Castillo
Preface to the special issue on: Emerging Applications of Embedded Systems Research. J. Syst. Archit. 57 (10) (2011)
Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Maribel García Arenas
A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard. NICSO (2010)
Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas
Predicting marital dissolutions using radial basis function neural networks. IJCNN (2010)
Rodolfo García-Bermúdez, Fernando Rojas Ruiz, Jesús González, Olga Valenzuela, Luís Velázquez, Cira Torres, Roberto Becerra-García
Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach. ISDA (2010)
Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas
Local-global neuro-fuzzy system for color change modelling. Int. J. Hybrid Intell. Syst. 7 (4) (2010)
Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo, Jesús González, Juan Luis Jiménez Laredo, Antonio Mora García, María Isabel García Arenas
Evolution of XPath Lists for Document Data Selection. PPSN (2) (2010)
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Olga Valenzuela, Beatriz Prieto
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems. Neurocomputing 72 (16-18) (2009)
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)
Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Alberto Prieto
Using UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects. IWANN (1) (2009)
Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas Ruiz
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades. ISDA (2009)
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 Ruiz, Jesús González, Héctor Pomares, Luis Javier Herrera
A First Approach to Birth Weight Prediction Using RBFNNs. IWINAC (1) (2007)
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
Using fuzzy logic to improve a clustering technique for function approximation. Neurocomputing 70 (16-18) (2007)
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. IWANN (2007)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad, Ana Herrera
Multigrid-based fuzzy systems for time series prediction: CATS competition. Neurocomputing 70 (13-15) (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)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization. ICANNGA (1) (2007)
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application. FUZZ-IEEE (2007)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation. Australian Conference on Artificial Intelligence (2006)
Juan Manuel Górriz, Javier Ramírez, Ignacio Turias, Carlos García Puntonet, Jesús González, Elmar Wolfgang Lang
C-Means Clustering Applied to Speech Discrimination. International Conference on Computational Science (1) (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design. RSCTC (2006)
José M. Palomares, Jesús González, Eduardo Ros Vidal, Alberto Prieto
General Logarithmic Image Processing Convolution. IEEE Trans. Image Process. 15 (11) (2006)
Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares
Multi-objective evolution of fuzzy systems. Soft Comput. 10 (9) (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. ICNC (1) (2006)
Ignacio Rojas, Héctor Pomares, Jesús González, Luis Javier Herrera, Alberto Guillén, Fernando Rojas Ruiz, Olga Valenzuela
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time. Fuzzy Sets Syst. 157 (16) (2006)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. IJCNN (2006)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. IWANN (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)
José M. Palomares, Jesús González, Eduardo Ros
Designing a Fast Convolution Under the LIP Paradigm Applied to Edge Detection. ICAPR (2) (2005)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. IWANN (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González
New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. ECSQARU (2005)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González
Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model. RSFDGrC (1) (2005)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
A Possibilistic Approach to RBFN Centers Initialization. RSFDGrC (2) (2005)
Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Jesús González, Alberto Prieto
Fine control of monotonic systems using a global self-learning adaptive fuzzy controller. FUZZ-IEEE (2004)
Héctor Pomares, Ignacio Rojas Ruiz, Jesús González, Miguel Damas, Begoña Pino, Alberto Prieto
Online global learning in direct fuzzy controllers. IEEE Trans. Fuzzy Syst. 12 (2) (2004)
Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. ESANN (2004)
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)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Jesús González, Olga Valenzuela
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning. MICAI (2004)
Jesús González, Ignacio Rojas, Julio Ortega Lopera, Héctor Pomares, Francisco Javier Fernández-Baldomero, Antonio F. Díaz
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation. IEEE Trans. Neural Networks 14 (6) (2003)
José Luis Bernier, Antonio F. Díaz, F. J. Fernández, Antonio Cañas, Jesús González, Pedro Martín-Smith, Julio Ortega Lopera
Assessing the Noise Immunity and Generalization of Radial Basis Function Networks. Neural Process. Lett. 18 (1) (2003)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
Studying the Convergence of the CFA Algorithm. IWANN (1) (2003)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. IWANN (1) (2003)
Héctor Pomares, Ignacio Rojas, Jesús González
New Methodology for Structure Identification of Fuzzy Controllers in Real Time. IBERAMIA (2002)
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)
Jesús González, Ignacio Rojas, Héctor Pomares
Neural Networks, Clustering Techniques, and Function Approximation Problems. ICANN (2002)
Jesús González, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Karl Goser
Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. ICANN (2002)
Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero
Statistical analysis of the main parameters involved in the design of a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 32 (1) (2002)
Jesús González, Ignacio Rojas, Héctor Pomares
Evolutive Identification of Fuzzy Systems for Time-Series Prediction. PPSN (2002)
Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Juan Julián Merelo Guervós
Web newspaper layout optimization using simulated annealing. IEEE Trans. Syst. Man Cybern. Part B 32 (5) (2002)
José Luis Bernier, Jesús González, Antonio Cañas, Antonio F. Díaz, F. J. Fernández, Julio Ortega
Evaluating the impact of multiplicative input perturbations on radial basis function networks. ESANN (2002)
Javier Fernández, Antonio Cañas, Antonio F. Díaz, Jesús González, Julio Ortega, Alberto Prieto
Performance of Message-Passing MATLAB Toolboxes. VECPAR (2002)
Héctor Pomares, Ignacio Rojas, Jesús González
Structure identification of fuzzy controllers in real time. FUZZ-IEEE (2002)
Héctor Pomares, Ignacio Rojas, Jesús González, Alberto Prieto
Structure identification in complete rule-based fuzzy systems. IEEE Trans. Fuzzy Syst. 10 (3) (2002)
Jesús González, Ignacio Rojas, Julio Ortega Lopera, Alberto Prieto
A new clustering technique for function approximation. IEEE Trans. Neural Networks 13 (1) (2002)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting. IWANN (1) (2001)
Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas
A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. IWANN (1) (2001)
Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas, Alberto Prieto
Fine Tuning of Fuzzy of Fuzzy Controllers Using a Two-stage Algorithm. FUZZ-IEEE (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jesús González