Francisco Gabriel Raúl Pérez Rodríguez

Categoría

Doctor

Contacto

fgr@decsaiKiAKGhF.ugr.es

Organismo

UGR

Researcher Profile

Total Desde 2018:
Citas Total: 1947 Desde 2018: 502
Índice H Total: 18 Desde 2018: 10
Índice i10 Total: 31 Desde 2018: 12

Publicaciones (97)

Título Autores Año
Discovering and Explaining Driver Behaviour under HoS Regulations I Vellido, J Fdez-Olivares, R Pérez. 2023
Learning to select goals in Automated Planning with Deep-Q Learning C Núñez-Molina, J Fernández-Olivares, R Pérez. 2022
Automating the Decision Making Process of Todd’s Age Estimation Method from the Pubic Symphysis with Explainable Machine Learning JC Gámez-Granados, J Irurita, R Pérez, A González, S Damas, I Alemán, .... 2022
A new multi-rules approach to improve the performance of the Chi fuzzy rule classification algorithm L Jara, A González, R Pérez. 2022
A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent C Núnez-Molina, I Vellido, V Nikolov-Vasilev, R Pérez, J Fdez-Olivares. 2021
Discovering relational and numerical expressions from plan traces for learning action models JÁ Segura-Muros, R Pérez, J Fernández-Olivares. 2021
Learning Numerical Action Models from Noisy Input Data JÁ Segura-Muros, J Fernández-Olivares, R Pérez. 2021
Efficient inference models for classification problems with a high number of fuzzy rules L Jara, R Ariza-Valderrama, J Fernández-Olivares, A González, R Pérez. 2021
Driver activity recognition by means of temporal htn planning J Fernandez-Olivares, R Perez. 2020
A Knowledge Based Process for the Generation of HTN Domains from VGDL Video Game Descriptions I Vellido, J Fdez-Olivares, R Pérez. 2020
Grating-graphene metamaterial as a platform for terahertz nonlinear photonics JC Deinert, D Alcaraz Iranzo, R Pérez, X Jia, HA Hafez, I Ilyakov, N Awari, .... 2020
An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models A González, R Pérez, R Romero-Zaliz. 2019
An approximation to solve regression problems with a genetic fuzzy rule ordinal algorithm JC Gámez, D Garcia, A González, R Perez. 2019
Reasoning Methods in Fuzzy Rule-based Classification Systems for Big Data Problems. A González, R Pérez, R Romero-Záliz. 2019
A software implementation of the fuzzy rule learning algorithm NSLVOrd for ordinal classification into KEEL JC Gámez-Granados, JM Soto-Hidalgo, G Acampora, A González, .... 2019
Learning numerical action models from noisy and partially observable states by means of inductive rule learning techniques JÁ Segura-Muros, R Pérez, J Fernández-Olivares. 2018
Using Inductive Rule Learning Techniques to Learn Planning Domains JÁ Segura-Muros, R Pérez, J Fernández-Olivares. 2018
Learning Planning Action Models with Numerical Information and Logic Relationships Using Classification Techniques JÁ Segura-Muros, R Pérez, J Fernández-Olivares. 2018
Incremental fuzzy learning algorithms in big data problems: A study on the size of learning subsets R Romero-Zaliz, A González, R Pérez. 2017
On the use of an incremental approach to learn fuzzy classification rules for big data problems JC Gámez, D García, A González, R Pérez. 2016
Ordinal classification based on the sequential covering strategy JC Gámez, D García, A González, R Pérez. 2016
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems NL Tsakiridis, JB Theocharis, R Pérez, A González, GC Zalidis. 2016
Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective E Leyva, A González, R Pérez. 2015
An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach D García, JC Gámez, A González, R Pérez. 2015
Using a sequential covering strategy for discovering fuzzy rules incrementally D García, JC Gámez, A González, R Pérez. 2015
A fuzzy rule-based feature construction approach applied to remotely sensed imagery D García, D Stavrakoudis, A González, R Pérez, JB Theocharis. 2015
Learning HTN Domains using Process Mining and Data Mining techniques JA Segura-Muros, R Pérez, J Fernández-Olivares. 2015
Un algoritmo de clasificación ordinal basado en el modelo de recubrimiento secuencial JC Gámez, D García, A González, R Pérez. 2015
A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection E Leyva, A González, R Pérez. 2014
Overview of the slave learning algorithm: A review of its evolution and prospects D García, A González, R Pérez. 2014
On the use of meta-learning for instance selection: An architecture and an experimental study E Leyva, Y Caises, A González, R Pérez. 2014
A feature construction approach for genetic iterative rule learning algorithm D García, A González, R Pérez. 2014
Knowledge-based instance selection: A compromise between efficiency and versatility E Leyva, A González, R Pérez. 2013
A new iterative model to simplify the knowledge extracted on a fuzzy rule-based learning algorithm D García, A González, R Pérez. 2013
An empirical study about the behavior of a genetic learning algorithm on searching spaces pruned by a completeness condition D García, A González, R Pérez. 2013
Aggregation of risk-assessment matrices for human reliability in transportation systems R Pérez, P Alonso, SI Díaz Rodríguez, S Montes Rodríguez. 2013
improving the accuracy and interpretability of inductive linguistic rule learning algorithms E Aguirre, A González, R Pérez. 2013
A Genetic Tuned Fuzzy Classifier Based on Prototypes E Leyva, A González, R Pérez. 2013
for Qualitative Modeling O Cordón, A González, F Herrera, R Pérez. 2013
Optimization and Control of HVAC Systems R Alcalá, JM Benítez, J Casillas, JL Castro, O Cordón, A González, .... 2012
An efficient inductive genetic learning algorithm for fuzzy relational rules A González, R Pérez, Y Caises, E Leyva. 2012
A filter proposal for including feature construction in a genetic learning algorithm D Garcia, A Gonzalez, R Perez. 2012
Combining instance selection methods based on data characterization: An approach to increase their effectiveness Y Caises, A González, E Leyva, R Pérez. 2011
A two-step approach of feature construction for a genetic learning algorithm D García, A González, R Pérez. 2011
An iterative strategy for feature construction on a fuzzy rule-based learning algorithm D García, A González, R Pérez. 2011
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 JC Gámez Granados, A González, R Pérez, M García-Silvente. 2011
A genetic learning of fuzzy relational rules Y Caises, E Leyva, A González, R Pérez. 2010
Un modelo difuso para la estimación de la atención en procesos de interacción robot-persona JC Gámez, A González, R Pérez. 2010
An extension of the genetic iterative approach for learning rule subsets Y Caises, E Leyva, A González, R Pérez. 2010
Desarrollo de un sistema para la gestión en el área de calidad, basado en el modelo de excelencia EFQM y el cuadro de mando integral, en la empresa laboratorio farmacéutico … LP de Corcho León. 2010
Improving the genetic algorithm of SLAVE A González, R Pérez. 2009
SCIS: combining instance selection methods to increase their effectiveness over a wide range of domains Y Caises, A González, E Leyva, R Pérez. 2009
A method for combining instance selection algorithms Y Caises, A González, E Leyva, R Pérez. 2009
Extracting rule subsets in a genetic iterative model Y Caises, E Leyva, A González, R Pérez. 2009
Preface: Special Issue on Genetic Fuzzy Systems and the Interpretability–Accuracy Trade-off J Casillas, F Herrera, R Pérez, MJ del Jesus, P Villar. 2007
Full wafer size investigation of N+ and P+ co‐implanted layers in 4H–SiC S Blanqué, J Lyonnet, R Pérez, P Terziyska, S Contreras, P Godignon, .... 2005
Ventajas y peculiaridades del abordaje laparoscópico en el anciano S Morales-Conde, JC Gómez, A Cano, I Sánchez-Matamoros, J Valdés, .... 2005
Advantages and characteristics of the laparoscopic approach in the elderly S Morales-Conde, JC Gómez, A Cano, I Sánchez-Matamoros, J Valdés, .... 2005
Effective utilization of natural zeolite for diarrhea control M Martinez, M Castro, K Hidalgo, U Ayala, R Perez, L Hernandez, L Baez. 2004
La utilización efectiva de la zeolita natural para el control de las diarreas M Martínez, M Castro, K Hidalgo, L Ayala, R Pérez, L Hernández, L Báez. 2004
A fuzzy perceptual model for map building and navigation of mobile robots E Aguirre, JF Argudo, A González, R Pérez. 2004
Fuzzy control of HVAC systems optimized by genetic algorithms R Alcalá, JM Benítez, J Casillas, O Cordón, R Pérez. 2003
Multicriteria Genetic Tuning for the Optimization and Control of HVAC Systems R Alcala, JM Benitez, J Castillas, JL Castro, O Cordon, A Gonzales, .... 2003
Current issues and future directions in evolutionary fuzzy systems research. B Carse, AG Pipe, I Renners, A Grauel, AF Gómez-Skarmeta, F Jiménez, .... 2003
An inductive approach for learning fuzzy relational rules E Aguirre, A González, R Pérez. 2003
A description of several characteristics for improving the accuracy and interpretability of inductive linguistic rule learning algorithms E Aguirre, A Gonzalez, R Pérez. 2003
Rendimiento del SPECT de perfusion miocardica talio-201 gatillado en el diagnostico de hipertrofia ventricular izquierda M Castro, G Cortés, Q Egaña, D Ladrón de Guevara, S Lobo, T Dighero, .... 2003
Pulmonary perfusion scintigraphy in children with chronic pulmonary damage: Preliminary results from application of the SPECT technique S Lobo, GH Ladron, G Munoz, A Maria, A Araya, C Coll, R Donoso, .... 2003
Los productos cerámicos de" El Jadramil". Análisis tecnológico, morfológico y funcional ML González, MJR García, IL de Guevara, JÁE Álvarez, R Pérez, .... 2003
Análisis tecnológico de la industria lítica tallada de" El Jadramil" ML González, MJR García, R Pérez, EV Vila, JAO Bellido, E Delgado, .... 2003
Selection of relevant features in a fuzzy genetic learning algorithm A González, R Pérez. 2001
Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm L Castillo, A Gonzalez, R Perez. 2001
An experimental study about the search mechanism in the SLAVE learning algorithm: Hill-climbing methods versus genetic algorithms A González, R Pérez. 2001
Encouraging cooperation in the genetic iterative rule learning approach for qualitative modeling O Cordón, A Gonzalez, F Herrera, R Perez. 1999
SLAVE: A genetic learning system based on an iterative approach A González, R Pérez. 1999
A study about the inclusion of linguistic hedges in a fuzzy rule learning algorithm A González, R Pérez. 1999
SERIES TEMPORALES D Jiménez, JCM Rubio, JCA Odriozola, IJMPR Esp, JA Sánchez, .... 1999
Completeness and consistency conditions for learning fuzzy rules A Gonzalez, R Perez. 1998
A fuzzy theory refinement algorithm A Gonzalez, R Perez. 1998
Nephrogenous diabetes insipidus secondary to the administration of amphotericin B and liposomal amphotericin B JJ Araujo, A Dominguez, C Bueno, J Rodriguez, MJ Rios, MA Muniain, .... 1998
Refinement of a fuzzy control rule set A González Muñoz, R Pérez Rodríguez. 1998
Un algoritmo de aprendizaje de reglas basado en el método genético iterativo A González, R Perez. 1998
Brotes epidemicos de salmonelosis par consumo de huevos A Arnedo, JB Bellido, MR Pac, J Criado, MA Usera, I Mesanza, .... 1998
Epidemic outbreaks of salmonellosis caused by eating eggs A Arnedo, JB Bellido, MR Pac, J Criado, MA Usera, I Mesanza, .... 1998
Using information measures for determining the relevance of the predictive variables in learning problems A Gonzalez, R Perez. 1997
A learning system of fuzzy control rules based on genetic algorithms A Gonzalez, R Perez. 1996
Diagnosis of myocardial infarction through fuzzy learning techniques A González, R Pérez, A Valenzuela. 1995
Structural learning of fuzzy rules from noised examples A Gonzalez, R Perez. 1995
Refining the rules obtained by SLAVE A González, R Pérez, A Gonzalez. 1995
Learning the structure of a fuzzy rule: a genetic approach A González, R Pérez, JL Verdegay. 1994
Control higiénico-sanitario de los productos de lastelería elaborados en la ciudad de Castellón P Viedma, I Mesanza, J Criado, R Perez. 1994
TUNA FISH POISONING IN A COLLECTIVE STAFF DINING ROOM A ARNEDO, J BELLIDO, J CRIADO, R PEREZ, F GONZALEZ, L SAFONT, .... 1989
Food poisoning by scombroid fish (tuna) in a communal dining room of a company A Arnedo, J Bellido, J Criado, R Pérez, F González, L Safont, G Monfort, .... 1989

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