Francisco Gabriel Raul Perez Rodriguez
Research Projects
- (PPG2016-UCOSOCIAL-01) Apoyo al Desarrollo de la Motricidad Gruesa en Niños con Problemas Utilizando Sensores 3D de Última Generación
- Date: 01/07/2016 - 30/06/2017
- Responsable: Gámez-Granados, Juan Carlos
- Researchers: Soto-Hidalgo, Jose Manuel / Luque-Rodríguez, María / Moriana-Elvira, Juan Antonio / Herruzo-Gómez, Ezequiel / Moreno-Moreno, Carlos Diego / Ortiz-Lopez, Manuel Agustin / Gómez-Luna, Juan / Palomares-Muñoz, Jose Manuel / Olivares-Bueno, Joaquín / Gersnoviez-Milla, Andres Alejandro / Brox-Jiménez, María / León-Garcia, Fernando / Cubero, Antonio / Tapia-Mariscal, Lilia Dolores / Gibaja-Galindo, Eva Lucrecia / Zafra-Gómez, Amelia / Montijano-Vizcaino, Miguel Angel / Quiles-Latorre, Francisco Javier / Luque-Rodríguez, María / Arauzo-Azofra, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio / MARTÍNEZ-ROJAS, MARÍA / Castillo-Secilla, José María
- Participants: Romero-benitez, Antonio
- (TIN2015-71618-R) Plan Miner:Integracion de Planificacion Automatica y Mineria de Procesos para el Aprendizaje de Dominios de Planificacion Jerarquica a Partir de la Experiencia Almacenada en R
- Date: 01/01/2016 - 31/12/2018
- Responsable: Perez-Rodriguez, Francisco Gabriel Raul / Fernandez-Olivares, Juan
- Researchers: Gonzalez-Muñoz, Antonio / Castillo-Vidal, Luis
- Participants: Segura, José Ángel
- (645694) Steer - Support Tool for Energy Efficiency Programmes in Medical Centres
- Date: 01/12/2014 - 01/12/2018
- Responsable: Casillas-Barranquero, Jorge
- Researchers: PACHECO-TORRES, ROSALÍA
- Participants: ZAMORANO TORO, MONTSERRAT / Ordóñez-García, B. Javier / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / RUIZ SÁNCHEZ, ELENA
- (Grant no. 645694) Support Tool for Energy Efficiency Programmes in Medical Centres (Steer)
- Date: 01/12/2014 - 30/11/2018
- Collaborators: Casillas-Barranquero, Jorge
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Zamorano-Toro, Montserrat / Ordóñez-García, B. Javier / PACHECO-TORRES, ROSALÍA
- (TIN2012-38969) Desarrollo de una Arquitectura de Aprendizaje Inductivo para Dotar a un Sistema Inteligente de la Capacidad de Adaptar de Forma Autonoma su Conocimiento a su Entorno
- Date: 01/01/2013 - 31/12/2015
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Mantas-Ruiz, Carlos Javier / García-Silvente, Miguel / GARCÍA-MUÑOZ, DAVID / LEYVA MIRANDA, ENRIQUE JOSÉ / AGUIRRE MOLINA, EUGENIO
- (TIN2012-38969) Desarrollo de una Arquitectura de Aprendizaje Inductivo para Dotar a un Sistema Inteligente de la Capacidad de Adaptar de Forma Autonoma su Conocimiento a su Entorno
- Date: 01/01/2013 - 31/12/2015
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Mantas-Ruiz, Carlos Javier / Gámez-Granados, Juan Carlos / García-Silvente, Miguel / Aguirre-Molina, Eugenio
- (P09-TIC-04813) Diseño y Mejora de Algoritmos de Aprendizaje Basados en Soft Computing y su Aplicación a la Interacción Robot-Persona (Dymas)
- Date: 03/02/2010 - 02/02/2014
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / García-Silvente, Miguel / Mantas-Ruiz, Carlos Javier / Ayesh-, Aladdin
- (TIN2008-02143-E/TIN) Renovación Red Nacional en Agentes Físicos
- Date: 18/12/2008 - 17/12/2010
- Responsable: Matellán-Olivera, Vicente
- Researchers: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / García-Silvente, Miguel
- (TIN2007-66367) Tecnicas de Softcomputing y Aprendizaje en el Ambito de la Interaccion Robot-Persona
- Date: 01/10/2007 - 03/08/2010
- Responsable: Aguirre-Molina, Eugenio
- Researchers: Bolaños-Carmona, Manuel Jorge / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Mantas-Ruiz, Carlos Javier / García-Silvente, Miguel / Argudo-Argudo, Jose Fidel / Muñoz-Salinas, Rafael / Saffiotti-, Alessandro
- (P06-TIC-1670) Técnicas de Aprendizaje en Problemas de Alta Dimensionalidad. Aplicación al Modelado del Interés de un Usuario en Interactuar con un Sistema
- Date: 11/04/2007 - 31/03/2010
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / García-Silvente, Miguel / Palao-Reines, Francisco Carlos / Muñoz-Salinas, Rafael
- (TIN2006-27679-E) Red en Agentes Físicos (Redaf)
- Date: 01/01/2007 - 01/01/2009
- Responsable: Matellán-Olivera, Vicente
- Researchers: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / García-Silvente, Miguel / Muñoz-Salinas, Rafael / Paúl-Miranda De Oliveira, Rui Filipe
- (TIN2006-05565) Agentes Inteligentes para la Interaccion Robot-Persona Basados en Softcomputing
- Date: 01/10/2006 - 30/09/2007
- Responsable: Aguirre-Molina, Eugenio
- Researchers: Bolaños-Carmona, Manuel Jorge / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / García-Silvente, Miguel / Argudo-Argudo, Jose Fidel / Muñoz-Salinas, Rafael / Paúl-Miranda De Oliveira, Rui Filipe / Saffiotti-, Alessandro
- (TIN2005-08945-C06-02) Adaptacion Basada en Aprendizaje, Modelado y Planificacion para Tareas Complejas Orientadas al Usuario
- Date: 31/12/2005 - 31/12/2008
- Responsable: Castillo-Vidal, Luis
- Researchers: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Fernandez-Olivares, Juan / Palao-Reines, Francisco Carlos / García-Pérez, Óscar Jesús / González-Ferrer, Arturo
- (TIC2003-04900) Aprendizaje de Conceptos y Comportamientos Mediantes Técnicas de Soft-Computing Aplicado a Na Navegación de Robots Móviles
- Date: 31/12/2003 - 03/12/2024
- Responsable: Perez-Rodriguez, Francisco Gabriel Raul
- Researchers: Aguirre-Molina, Eugenio / García-Silvente, Miguel / Argudo-Argudo, Jose Fidel / Muñoz-Salinas, Rafael
- (TIC2003-04900) Aprendizaje de Conceptos y Comportamientos mediante Técnicas de Soft-Computing Aplicado a la Navegación de Robots Móviles
- Date: 01/12/2003 - 30/11/2006
- Responsable: Perez-Rodriguez, Francisco Gabriel Raul
- Researchers: Gonzalez-Muñoz, Antonio / Aguirre-Molina, Eugenio / García-Silvente, Miguel / Muñoz-Salinas, Rafael / Argudo-Argudo, Jose Fidel
- (AC9002CASTRO) Programación Neuronal de Altas Prestaciones: Estudio de Proyectos de Interés Socio Económico para Andalucía (Fase 2)
- Date: 01/01/2003 - 31/12/2003
- Responsable: Castro-Peña, Juan Luis
- Researchers: Zurita-Lopez, Jose Manuel / Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / Fernandez-Olivares, Juan / Benitez-Sanchez, Jose Manuel / Mantas-Ruiz, Carlos Javier / Castillo-Vidal, Luis / Laguia-Bonillo, Manuel / Fernández-Garrido, José María / Arauzo-Azofra, Antonio
- (TIC2002-04146-C05-02) Sistema Adaptativo Multi-Agente de Planificación Dependiente del Contexto
- Date: 01/12/2002 - 30/11/2005
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / Fernandez-Olivares, Juan / Castillo-Vidal, Luis
- (TAP99-0543-C02-01) Diseño Automatico de Programas de Control Secuencial: Aplicacion al Control de Procesos Termicos en la Industria Lactea
- Date: 31/12/1999 - 31/12/2002
- Researchers: Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / Fernandez-Olivares, Juan / Castillo-Vidal, Luis
- (TAP99-1354-E) Eurobot-Iberia: Red Tematica en Agentes Fisicos
- Date: 01/09/1999 - 31/08/2000
- Responsable: Rosa-, Josep Lluis De La
- Researchers: Ortega-Ramírez, Juan A. / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Aguirre-Molina, Eugenio / Fernandez-Olivares, Juan / Castillo-Vidal, Luis
- (TIC98-1788-E) Complemento al Proyecto Genesys
- Date: 01/09/1999 - 30/09/2000
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Herrera-Triguero, Francisco / Cordón-García, Oscar / Verdegay-Galdeano, Jose Luis / Castro-Peña, Juan Luis / Perez-Rodriguez, Francisco Gabriel Raul / Benitez-Sanchez, Jose Manuel
- (TIC98-1788-CEE) Complemento al Proyecto Genesys
- Date: 01/09/1999 - 01/09/2000
- Researchers: Cordón-García, Oscar / Perez-Rodriguez, Francisco Gabriel Raul / Benitez-Sanchez, Jose Manuel
- (Contract JOE-CT98-0090) Genesys: Fuzzy Controllers and Smart Tuning Techniques for Energy Efficiency and Overall Performance of Hvac Systems in Buildings
- Date: 01/10/1998 - 01/09/2000
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Cordón-García, Oscar / Herrera-Triguero, Francisco / Benitez-Sanchez, Jose Manuel / Perez-Rodriguez, Francisco Gabriel Raul / Casillas-Barranquero, Jorge / Alcalá-Fernández, Rafael
- (TIC95-0453) Aprendizaje en Entornos Imprecisos e Inciertos. Aplicaciones
- Date: 01/07/1995 - 01/07/1998
- Responsable: Gonzalez-Muñoz, Antonio
- Researchers: Cubero-Talavera, Juan Carlos / Pons-Capote, Olga / Blanco-Moron, Armando / Requena-Ramos, Ignacio / Valenzuela-Garach, Aurora / Zurita-Lopez, Jose Manuel / Perez-Rodriguez, Francisco Gabriel Raul / Castillo-Vidal, Luis
Articles
- Efficient Inference Models for Classification Problems with a High Number of Fuzzy Rules
- DOI: https://doi.org/10.1016/j.asoc.2021.108164
- Applied Soft Computing vol. 115 num. 108164
- Jara, Leonardo / Ariza-Valderrama, Rubén / Fernandez-Olivares, Juan / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Automating the Decision Making Process of Todd'S Age Estimation Method from the Pubic Symphysis with Explainable Machine Learning
- DOI: https://doi.org/10.1016/j.ins.2022.08.110
- Information Sciences num. 612 (pags 514 - 535)
- Gámez-Granados, Juan Carlos / Irurita-Olivares, Javier / Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio / Damas-Arroyo, Sergio / Alemán-Aguilera, Inmaculada / Cordón-García, Oscar
- Learning to Select Goals in Automated Planning with Deep-Q Learning
- DOI: 10.1016/j.eswa.2022.117265
- Expert Systems with Applications
- Núñez, Carlos / Fernandez-Olivares, Juan / Perez-Rodriguez, Francisco Gabriel Raul
- Discovering Relational and Numerical Expressions from Plan Traces for Learning Action Models
- DOI: 10.1007/s10489-021-02232-6
- Applied Intelligence
- Segura, José Ángel / Perez-Rodriguez, Francisco Gabriel Raul / Fernandez-Olivares, Juan
- An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models
- DOI: https://doi.org/10.1007/s12559-019-09655-x
- Cognitive Computation vol. 11 num. 3 (pags 347 - 366)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Romero-Zaliz, Rocio Celeste
- An Approximation to Solve Regression Problems with a Genetic Fuzzy Rule Ordinal Algorithm
- DOI: 10.1016/j.asoc.2019.02.012
- Applied Soft Computing vol. 1 num. 78 (pags 13 - 28)
- Gámez-Granados, Juan Carlos / García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Ordinal Classification Based on the Sequential Covering Strategy
- DOI: http://dx.doi.org/10.1016/j.ijar.2016.05.002
- International Journal of Approximate Reasoning vol. 76 (pags 96 - 110)
- Gámez-Granados, Juan Carlos / García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Three New Instance Selection Methods Based on Local Sets: a Comparative Study with Several Approaches from a Bi-Objective Perspective
- DOI: doi:10.1016/j.patcog.2014.10.001
- Pattern Recognition Letters vol. 48 num. 4 (pags 1523 - 1537)
- Leyva-Miranda, Enrique José / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection
- DOI: 10.1109/TKDE.2014.2327034
- IEEE Transactions on Knowledge & Data Engineering vol. 27 num. 2 (pags 354 - 367)
- Leyva-Miranda, Enrique José / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- An Interpretability Improvement for Fuzzy Rule Bases Obtained by the Iterative Rule Learning Approach
- DOI: http://dx.doi.org/10.1016/j.ijar.2015.09.001
- International Journal of Approximate Reasoning vol. 67 (pags 37 - 58)
- García-Muñoz, David / Gámez-Granados, Juan Carlos / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- A Feature Construction Approach for Genetic Iterative Rule Learning Algorithms
- DOI: http://dx.doi.org/10.1016/j.jcss.2013.03.011
- Journal of Computer and System Sciences vol. 80 num. 1 (pags 101 - 117)
- García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- On the Use of Meta-Learning for Instance Selection: An Architecture and a Preliminary Study
- DOI: http://dx.doi.org/10.1016/j.ins.2014.01.007
- Information Sciences
- Leyva-Miranda, Enrique José / Caises, Yoel / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Overview of the Slave Learning Algorithm: a Review of Its Evolution and Prospects
- DOI: 10.1080/18756891.2014.967008
- International Journal of Computational Intelligence Systems vol. 7 num. 6 (pags 1194 - 1221)
- García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Knowledge-Based Instance Selection: a Compromise between Efficiency and Versatility.
- DOI: http://dx.doi.org/10.1016/j.knosys.2013.04.005
- Knowledge-Based Systems vol. 47 (pags 65 - 76)
- Leyva-Miranda, Enrique José / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- An Efficient Inductive Genetic Learning Algorithm for Fuzzy Relational Rules
- International Journal of Computational Intelligence Systems vol. 5 num. 2 (pags 212 - 230)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Caises, Yoel / Leyva-Miranda, Enrique José
- A Filter Proposal for Including Feature Construction in a Genetic Learning Algorithm
- DOI: http://dx.doi.org/10.1142/S0218488512400144
- International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems vol. 20 num. 2 (pags 31 - 49)
- García-Muñoz, David / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Combining Instance Selection Methods Based on Data Characterization: An Approach to Increase Their Effectiveness
- Information Sciences vol. 181 (pags 4780 - 4798)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Leyva-,Enrique / Caises-,Yoel
- Web: Leer artículo
- Scsi: Combining Instance Selection Method to Increase Their Effectiveness over a Wide Range of Domains
- Lecture Notes in Computer Science vol. 5788 (pags 17 - 24)
- Caises-,Yoel / Leyva-Miranda, Enrique José / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Improving the Genetic Algorithm of Slave
- Mathware & Soft Computing vol. 16 (pags 59 - 70)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-Off
- International Journal of Approximate Reasoning vol. 44 num. 1 (pags 1 - 3)
- Casillas-Barranquero, Jorge / Herrera-Triguero, Francisco / Perez-Rodriguez, Francisco Gabriel Raul / Del Jesus-Diaz, María José / Villar-Castro, Pedro
- Web: Leer artículo
- A Fuzzy Perceptual Model for Map Building and Navigation of Mobile Robots
- Integrated Computer-Aided Engineering vol. 11 num. 3 (pags 239 - 258)
- Aguirre-Molina, Eugenio / Argudo-Argudo, Jose Fidel / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Fuzzy Control of Hvac Systems Optimized by Genetic Algorithms
- Applied Intelligence vol. 18 num. 2 (pags 155 - 177)
- Alcalá-Fernández, Rafael / Benitez-Sanchez, Jose Manuel / Casillas-Barranquero, Jorge / Cordón-García, Oscar / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Including a Simplicity Criterion in the Selection of the Best Rule in a Genetic Fuzzy Learning Algorithm
- Fuzzy Sets and Systems vol. 120 num. 2 (pags 309 - 321)
- Castillo-Vidal, Luis / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Selection of Relevant Features in a Fuzzy Genetic Learning Algorithm
- IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics vol. 31 num. 3 (pags 417 - 425)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- An Experimental Study About the Search Mechanism in the Slave Learning Algorithm: Hill-Climbing Methods Versus Genetic Algorithms
- Information Sciences vol. 136 num. 1-4 (pags 159 - 174)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- A Study About the Inclusion of Linguistic Hedges in a Fuzzy Rule Learning Algorithm
- International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems vol. 7 num. 3 (pags 257 - 266)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Slave: a Genetic Learning System Based on An Iterative Approach
- IEEE Transactions on Fuzzy Systems vol. 7 num. 2 (pags 176 - 191)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Refinement of a Fuzzy Control Rule Set
- Mathware & Soft Computing vol. 5 num. 2-3 (pags 175 - 187)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Un Algoritmo de Aprendizaje de Reglas Basado en el Metodo Genetico Iterativo
- Inteligencia Artificial (pags 44 - 49)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Completeness and Consistency Conditions for Learning Fuzzy Rules
- Fuzzy Sets and Systems vol. 96 num. 1 (pags 37 - 51)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- A Fuzzy Theory Refinement Algorithm
- International Journal of Approximate Reasoning vol. 19 num. 3-4 (pags 193 - 220)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Web: Leer artículo
- Learning the Structure of a Fuzzy Rule: a Genetic Approach
- Fuzzy Systems - Reports and Letters vol. 3 num. 1 (pags 57 - 70)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Verdegay-Galdeano, Jose Luis
Books
-
(2014) Contribuciones en Soft Computing (202 pags)
- Universidad de Granada
- Pelta-, David Alejandro / Perez-Rodriguez, Francisco Gabriel Raul / Cruz-Corona, Carlos Alberto / Verdegay-Galdeano, Jose Luis
(2009) Tendencias en Soft Computing - FEIJOO
- Verdegay-Galdeano, Jose Luis / Bello-Pérez,Rafael / Perez-Rodriguez, Francisco Gabriel Raul
Chapters
-
(2014) Prologo a Contribuciones en Soft Compiting (pags 1 - 3)
- Contribuciones en Soft Computing - ISBN: 978-84-338-5672-2
- Pelta-, David Alejandro / Perez-Rodriguez, Francisco Gabriel Raul / Cruz-Corona, Carlos Alberto / Verdegay-Galdeano, Jose Luis
(2003) Multicriteria Genetic Tuning for the Optimization and Control of Hvac Systems (pags 308 - 345) - Applied Decision Support with Soft Computing - ISBN: 3-540-02491-3
- Alcalá-Fernández, Rafael / Benitez-Sanchez, Jose Manuel / Casillas-Barranquero, Jorge / Castro-, J.L. / Cordón-García, Oscar / Gonzalez-Muñoz, Antonio / Herrera-Triguero, Francisco / Perez-Rodriguez, Francisco Gabriel Raul / Castro-Peña, Juan Luis
(2003) A Description of Several Characteristics for Improving the Accuracy and Interpretability of the Fuzzy Rule Learning Algorithms (pags 249 - 276) - Accuracy Improvements in Linguistic Fuzzy Modeling - ISBN: 3-540-02933-8
- Aguirre-Molina, Eugenio / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
(1999) Encouraging Cooperation in the Genetic Iterative Rule Learning Approach for Qualitative Modeling (pags 95 - 117) - Computing with Words in Information Intelligent Systems 2 - ISBN: 3-7908-1218-8
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Cordón-García, Oscar / Herrera-Triguero, Francisco
(1996) A Learning System of Fuzzy Control Rules Based on Genetic Algorithms (pags 202 - 225) - Genetic Algorithms and Soft Computing - ISBN: 3-7908-0956-X
- Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio
Conferences
- Una Versión Alternativa del Algoritmo de Chi, de Aprendizaje de Reglas Difusas para Clasificación, Basada en la Obtención de Múltiples Reglas sobre Cada Ejemplo (Congreso)
- Jara, Leonardo / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- XXI Congreso Español sobre Tecnologías y Lógica Fuzzy - 05/09/2022 - 07/09/2022 (TOLEDO, ESPAÑA)
- A New Multi-Rules Approach to Improve the Performance of the Chi Fuzzy Rule Classification Algorithm (Congreso)
- Jara, Leonardo / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- 2022 IEEE International Conference on Fuzzy Systems - 18/07/2022 - 23/07/2022 (PADUA (ITALIA))
- Una Versión Ternaria del Algoritmo de Quine Mccluskey para la Minimización de Base de Reglas Difusas (Congreso)
- Jara, Leonardo / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- XIX Conferencia de la Asociación Española para la Inteligencia Artificial - 22/09/2021 - 24/09/2021 (Málaga)
- Driver Activity Recognition by Means of Temporal Htn Planning (Congreso)
- Fernandez-Olivares, Juan / Perez-Rodriguez, Francisco Gabriel Raul
- Thirtieth International Conference on Automated Planning and Scheduling - 19/10/2020 - 30/05/2021 (Nancy (France))
- A Preliminary Study to Apply the Quine Mccluskey Algorithm for Fuzzy Rule Base Minimization (Congreso)
- Jara, Leonardo / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE International Conference on Fuzzy Systems (Fuzz-Ieee) - 19/07/2020 - 24/07/2020 (Glasgow, United Kingdom)
- A Software Implementation of the Fuzzy Rule Learning Algorithm Nslvord for Ordinal Classification into Keel (Congreso)
- Gámez-Granados, Juan Carlos / Soto-Hidalgo, Jose Manuel / Acampora, Giovanni / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE International Conference on Fuzzy Systems 2019 - 23/06/2019 - 26/06/2019 (Lousiana, NEW ORLEANS, EE UU)
- Reasoning Methods in Fuzzy Rule-Based Classification Systems for Big Data Problems (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Romero-Zaliz, Rocio Celeste
- 4Th International Conference on Internet of Things, Big Data and Security - 02/05/2019 - 04/05/2019 (Heraclión)
- Incremental Fuzzy Learning Algorithms in Big Data Problems: a Study on the Size of Learning Subsets (Congreso)
- Romero-Zaliz, Rocio Celeste / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE International Conference on Fuzzy Systems 2017 - 09/07/2017 - 12/07/2017 (Naples)
- Learning Htn Domains Using Process Mining and Inductive Learning Techniques (Congreso)
- Segura, José Ángel / Perez-Rodriguez, Francisco Gabriel Raul / Fernandez-Olivares, Juan
- International Conference on Automated Planning and Scheduling, - 18/06/2017 - 23/06/2017 (PITTSBURG, EE.UU)
- On the Use of An Incremental Approach to Learn Fuzzy Classification Rules for Big Data Problems (Congreso)
- Gámez-Granados, Juan Carlos / GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE World Congress on Computational Intelligence (Ieee Wcci) 2016 - 24/07/2016 - 29/09/2016 (VANCOUVER (CANADA))
- Extensions of the Deco3R Algorithm for Generating Compact and Cooperating Fuzzy Rule-Based Classification Systems (Congreso)
- Tsakiridis, Nikolaos L. / Theocharis, John B. / Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio / Zalidis, George C.
- IEEE World Congress on Computational Intelligence (Ieee Wcci) 2016 - 24/07/2016 - 29/07/2016 (Vancouver (CANADA))
- Un Algoritmo de Clasificación Ordinal Basado en el Modelo de Recubrimiento Secuencial (Congreso)
- Gámez-Granados, Juan Carlos / GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- XVI Conferencia de la Asociación Española para la Inteligencia Artificial - 09/11/2015 - 12/11/2015 (ALBACETE)
- Using a Sequential Covering Strategy for Discovering Fuzzy Rules Incrementally (Congreso)
- GARCÍA-MUÑOZ, DAVID / Gámez-Granados, Juan Carlos / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- 2015 IEEE International Conference on Fuzzy Systems - 02/08/2015 - 05/08/2015 (Istanbul - Turkey)
- A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery (Congreso)
- GARCÍA-MUÑOZ, DAVID / Stavrakoudis, Dimitris / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Theocharis, John
- World Congress of the International Fuzzy Systems Association and Conference of the European Society for Fuzzy Logic and Technology - 30/06/2015 - 03/07/2015 (ASTURIAS, ESPAÑA)
- A Genetic Tuned Fuzzy Classifier Based on Prototypes (Congreso)
- Leyva-Miranda, Enrique José / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- 8Th Conference of the European Society for Fuzzy Logic and Technology - 11/09/2013 - 13/09/2013 (MILAN)
- A New Iterative Model to Simplify the Knowledge Extracted on a Fuzzy Rule-Based Learning Algorithm (Congreso)
- GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- 2013 IEEE Internacional Conference on Fuzzy Systems - 07/07/2013 - 10/07/2013 (Hyderabad, India)
- An Empirical Study About the Behavior of a Genetic Learning Algorithm on Searching Spaces Pruned by a Completeness Condition (Congreso)
- GARCÍA-MUÑOZ, DAVID / González-muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE Symposium Series on Computational Intelligence 2013 (Ssci 2013) - 16/04/2013 - 19/04/2013 (SINGAPORE)
- Un Estudio Experimental del Uso de Dominios con Intensificaciones (Congreso)
- GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Leyva-Miranda, Enrique José / Perez-Rodriguez, Francisco Gabriel Raul
- Congreso Español sobre Tecnologías y Lógica Fuzzy - 01/02/2012 - 03/02/2012 (ESPAÑA, VALLADOLID)
- Uso de Técnicas de Preprocesamiento de Imágenes y Aprendizaje para la Detección de Cambios de Atención de una Persona en Procesos de Interacción Persona-Robot (Congreso)
- Gámez-Granados, Juan Carlos / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / García-Silvente, Miguel
- Robot 2011 - 28/11/2011 - 03/12/2024 (Santander (ESPAÑA))
- An Iterative Strategy for Feature Construction on a Fuzzy Rule-Based Learning Algorithm (Congreso)
- GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- 11Th International Conference on Intelligent Systems Design and Applications - 22/11/2011 - 24/11/2011 (- CORDOBA, ESPAÑA, ESPAÑA)
- A Two-Step Approach of Feature Construction for a Genetic Learning Algorithm (Congreso)
- GARCÍA-MUÑOZ, DAVID / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE International Conference on Fuzzy Systems - 27/06/2011 - 30/06/2011 (TAIPEI, TAIWAN)
- An Extension of the Genetic Iterative Approach for Learning Rule Subsets (Congreso)
- Caises-,Yoel / Leyva-,Enrique / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- International Workshop on Genetic and Evolutionary Fuzzy Systems. (Gefs-2010) (4) (4.2010.Gijón, España) - 01/01/2010 - 03/12/2024 (GIJÓN, ESPAÑA)
- A Genetic Learning of Fuzzy Relational Rules (Congreso)
- Caises-,Yoel / Leyva-,Enrique / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- IEEE International Conference on Fuzzy Systems (Fuzz-Ieee 2010) (19) (19.2010.Barcelona, España) - 01/01/2010 - 03/12/2024 (. BARCELONA, ESPAÑA)
- Un Modelo Difuso para la Estimación de la Atención en Procesos de Interacción Robot-Persona (Congreso)
- Gámez-Granados, Juan Carlos / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- III Congreso Español de Informática (Cedi) 2010 - 01/01/2010 - 03/12/2024 (VALENCIA, SPAIN)
- Extracting Rule Subsets in a Genetic Iterative Model (Congreso)
- Caises-,Yoel / Gonzalez-Muñoz, Antonio / Leyva-Miranda, Enrique José / Perez-Rodriguez, Francisco Gabriel Raul
- Iadis International Conference Intelligent Systems and Agents () (.2009.Algarve, Portugal) - 01/01/2009 - 03/12/2024 (ALGARVE, PORTUGAL)
- A Method for Combining Instance Selection Algorithms (Comunicación en congreso)
- Caises-,Yoel / Leyva-,Enrique / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Iadis International Conference Intelligent Systems and Agents () (.2009.Algarve, Portugal) - 01/01/2009 - 03/12/2024 (ALGARVE, PORTUGAL)
- Una Mejora del Modelo Genético Iterativo de Slave (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- XIV Congreso Español sobre Tecnologías y Lógica Fuzzy - 17/09/2008 - 19/09/2008 (CUENCAS MINERAS ASTURIANAS (LANGREO-MIERES))
- An Analysis of the Scalability of An Embedded Feature Selection Model for Classification Problems (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Ipmu 2006: Information Processing and Management of Uncertainty in Knowledge-Based Systems (11.2006.París, Francia) - 01/01/2006 - 03/12/2024 (PARÍS, FRANCIA)
- Current Issues and Future Directions in Evolutionary Fuzzy Systems Research (Congreso)
- Carse-,Brian / Pipe-,A.G. / Renners-,I / Grauel-,A. / Gomez-Skarmeta,Antonio / Jimenez-, Fernando / Sánchez-,G / Cordón-García, Oscar / Herrera-Triguero, Francisco / Gomide-,Fernando / Walter-,I / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Third Eusflat 2003 (3) (3.2003.Zittau (Alemania)) - 01/01/2003 - 03/12/2024 (ZITTAU (ALEMANIA))
- An Inductive Approach for Learning Fuzzy Relational Rules (Comunicación en congreso)
- Aguirre-Molina, Eugenio / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Third Eusflat 2003 (3) (3.2003.Zittau (Alemania)) - 01/01/2003 - 03/12/2024 (ZITTAU (ALEMANIA))
- A Fuzzy Perceptual Model for Ultrasound Sensors Applied to Intelligent Navigation of Mobile Robots. (Congreso)
- Aguirre-Molina, Eugenio / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Third International Naiso Symposium on Engineering of Intelligent Systems - 24/09/2002 - 27/09/2002 (MALAGA (ESPAÑA))
- A Fuzzy Control Based Algorithm to Train Perceptrons (Congreso)
- Gonzalez-Muñoz, Antonio / Castro-Peña, Juan Luis / Zurita-Lopez, Jose Manuel / Perez-Rodriguez, Francisco Gabriel Raul / Benitez-Sanchez, Jose Manuel / Mantas-Ruiz, Carlos Javier / Rojas-Ruiz, Fernando / Castillo-Vidal, Luis
- Nuevas Perspectivas en la Intervencion Psicopedagogica: II. Orientacion, Educaion Especial y Formacion del Profesorado (.2002.Madrid, España) - 01/01/2002 - 03/12/2024
- Contradiction Sensitive Fuzzy Model-Based Adaptive Control (Comunicación en congreso)
- Gonzalez-Muñoz, Antonio / Castro-Peña, Juan Luis / Zurita-Lopez, Jose Manuel / Perez-Rodriguez, Francisco Gabriel Raul / Benitez-Sanchez, Jose Manuel / Mantas-Ruiz, Carlos Javier / Rojas-Ruiz, Fernando / Castillo-Vidal, Luis
- Nuevas Perspectivas en la Intervencion Psicopedagogica: II. Orientacion, Educaion Especial y Formacion del Profesorado (.2002.Madrid, España) - 01/01/2002 - 03/12/2024
- Un Modelo de Selección de Características para los Algoritmos Basados en el Modelo Pittsburgh (Congreso)
- Aguirre-Molina, Eugenio / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Congreso Español de Algoritmos Evolutivos y Bioinspirados Aeb-02 (1.2002.Mérida, España) - 01/01/2002 - 03/12/2024 (MÉRIDA, ESPAÑA)
- An Experimental Study About the Search Mechanism in the Slave Learning Algorithm: Hill-Climbing Methods Versus Genetic Algorithms (Congreso)
- Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio
- International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (8.2000.Madrid, España) - 01/01/2000 - 01/01/2000
- Un Estudio sobre la Incorporacion de Modificadores Semanticos en un Algoritmo de Aprendizaje de Reglas Difusas (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Estylf 98 (8.1998.Pamplona, España) - 08/09/1998 - 08/09/1998 (PAMPLONA, ESPAÑA)
- A Simplicity Criterion for Learning Fuzzy Rules (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- European Congress on Intelligent Techniques and Soft Computing 98 (Eufit'98) (6.1998.-) - 01/01/1998 - 03/12/2024 (-)
- Un Algoritmo de Aprendizaje de Reglas Basado en el Metodo Genetico Iterativo (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Seminario sobre Computacion Evolutiva (1.1997.-) - 01/01/1997 - 03/12/2024 (-)
- Using Information Measures for Determining the Relevance of the Predictive Variables in Learning Problems (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Fuzz-Ieee'97 (.1997.-) - 01/01/1997 - 03/12/2024 (-)
- A Two Level Genetic Fuzzy Learning Algorithm for Solving Complex Problems (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Ifsa'97 (.1997.-) - 01/01/1997 - 03/12/2024 (-)
- Learning the Structure of a Fuzzy Rule: a Genetic Approach (Congreso)
- Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul / Verdegay-Galdeano, Jose Luis
- First European Congress on Fuzzy and Intelligent Technologies - 01/01/1992 - 03/12/2024 (Aquisgran, Alemania)
Patents
- (Smart Process Management (Europa))
- Castillo-Vidal, Luis / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Date of patent: 03/12/2024
- Date of application: 09/09/2015
- Date granted: 03/12/2024
- Summary: The invention provides a computer-implemented method of processing information for use when producing a mission plan to accomplish a mission, in which information relating to one or more resources, which information comprises uncertainty, is transformed so as to reduce the uncertainty in the information, such that the transformed information is more suitable for use by a hierarchical task network smart process manager to produce the mission plan. Such information relating to the one or more resources comprises one or more attribute scores relating to execution time, execution cost, efficiency and/or availability, and such transformation comprises one or more of application of a threshold test and application of a weighted sum calculation, based on the attribute scores.
- Scope: Europea
- (Smart Process Management (Estados Unidos))
- Castillo-Vidal, Luis / Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Date of patent: 03/12/2024
- Date of application: 25/02/2015
- Date granted: 24/04/2018
- Summary: The disclosure provides a computer-implemented method of processing information to use when producing a mission plan to accomplish a mission. The example method includes obtaining one or more mission goals to be achieved during execution of the mission and obtaining information relating to one or more resources to be used during execution of the mission. The information relating to at least one of the resources includes uncertainty. The example method also includes obtaining user preferences relating to how the uncertainty is to be handled, transforming the information relating to the one or more resources according to the user preferences to reduce the uncertainty in the information and providing the transformed information to a smart process manager, for use by the smart process manager to identify one or more of the resources that are to be used to execute at least one mission step as part of at least one mission plan to achieve the one or more mission goals and accomplish the mission.
- Scope: Europea
Doctoral Theses
- Una Actualización del Algoritmo de Aprendizaje de Reglas Difusas de Wang y Mendel para Problemas de Clasificación con Datos Masivos
- Doctoral Thesis Supervisors: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Universidad de Granada. Escuela Técnica Superior de Ingenierías Informática y de Telecomunicación
- Uso de Técnicas de Aprendizaje para Clasicación Ordinal y Regresión
- Doctoral Student: Gámez-Granados, Juan Carlos
- Doctoral Thesis Supervisors: Perez-Rodriguez, Francisco Gabriel Raul / Gonzalez-Muñoz, Antonio
- Universidad de Granada. Escuela Técnica Superior de Ingeniería Informática
- Extensiones del Enfoque Genético Iterativo para el Aprendizaje de Reglas Difusas
- Doctoral Student: GARCÍA-MUÑOZ, DAVID
- Doctoral Thesis Supervisors: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Selección de Ejemplos para Clasificación: un Enfoque Basado en la Caracterización de los Datos de Entrada
- Doctoral Student: Leyva-Miranda, Enrique José
- Doctoral Thesis Supervisors: Gonzalez-Muñoz, Antonio / Perez-Rodriguez, Francisco Gabriel Raul
- Aprendizaje de Reglas Difusas Usando Algoritmos Geneticos
- Doctoral Student: Perez-Rodriguez, Francisco Gabriel Raul
- Doctoral Thesis Supervisors: Gonzalez-Muñoz, Antonio
- UNIVERSIDAD DE GRANADA. CIENCIAS DE LA COMPUTACIÓN E INTELIGENCIA ARTIFICIAL
