Raúl Pérez

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 28

Top Topics

Learning Algorithm

Automated Planning

Remotely Sensed Imagery

Top Venues

Int. J. Approx. Reason.

Publications

Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez
Learning to Select Goals in Automated Planning with Deep-Q Learning. CoRR (2024)
Leonardo Jara, Antonio González, Raúl Pérez
QChi: A Faster Classification Algorithm Based on Wang-Mendel Algorithm. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Ignacio Vellido, Juan Fdez-Olivares, Raúl Pérez
Discovering and Explaining Driver Behaviour under HoS Regulations. CoRR (2023)
Leonardo Jara, Antonio González, Raúl Pérez
A new multi-rules approach to improve the performance of the Chi fuzzy rule classification algorithm. FUZZ-IEEE (2022)
Juan Carlos Gámez-Granados, Javier Irurita, Raúl Pérez, Antonio González Muñoz, Sergio Damas, Inmaculada Alemán, Oscar Cordón
Automating the decision making process of Todd's age estimation method from the pubic symphysis with explainable machine learning. Inf. Sci. 612 (2022)
Carlos Núñez-Molina, Juan Fernández-Olivares, Raúl Pérez
Learning to select goals in Automated Planning with Deep-Q Learning. Expert Syst. Appl. 202 (2022)
Leonardo Jara, Rubén Ariza-Valderrama, Juan Fernández-Olivares, Antonio González, Raúl Pérez
Efficient inference models for classification problems with a high number of fuzzy rules. Appl. Soft Comput. 115 (2022)
Ignacio Vellido-Expósito, Juan Fernández-Olivares, Raúl Pérez, Luis A. Castillo
Analyzing Driver Behavior Compliance under HoS Regulations. VEHITS (2022)
Carlos Núñez-Molina, Ignacio Vellido, Vladislav Nikolov-Vasilev, Raúl Pérez, Juan Fdez-Olivares
A Proposal to Integrate Deep Q-Learning with Automated Planning to Improve the Performance of a Planning-Based Agent. CAEPIA (2021)
José Á. Segura-Muros, Juan Fernández-Olivares, Raúl Pérez
Learning Numerical Action Models from Noisy Input Data. CoRR (2021)
José Á. Segura-Muros, Raúl Pérez, Juan Fernández-Olivares
Discovering relational and numerical expressions from plan traces for learning action models. Appl. Intell. 51 (11) (2021)
Leonardo Jara, Antonio González, Raúl Pérez
A preliminary study to apply the Quine McCluskey algorithm for fuzzy rule base minimization. FUZZ-IEEE (2020)
Juan Fernández-Olivares, Raúl Pérez
Driver Activity Recognition by Means of Temporal HTN Planning. ICAPS (2020)
Antonio González, Raúl Pérez, Rocío Romero-Záliz
An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models. Cogn. Comput. 11 (3) (2019)
Antonio González, Raúl Pérez, Rocío Romero-Záliz
Reasoning Methods in Fuzzy Rule-based Classification Systems for Big Data Problems. IoTBDS (2019)
Juan Carlos Gámez-Granados, José Manuel Soto-Hidalgo, Giovanni Acampora, Antonio González Muñoz, Raúl Pérez
A software implementation of the fuzzy rule learning algorithm NSLVOrd for ordinal classification into KEEL. FUZZ-IEEE (2019)
Juan Carlos Gámez, David García, Antonio González, Raúl Pérez
An approximation to solve regression problems with a genetic fuzzy rule ordinal algorithm. Appl. Soft Comput. 78 (2019)
José Á. Segura-Muros, Raúl Pérez, Juan Fernández-Olivares
Using Inductive Rule Learning Techniques to Learn Planning Domains. IPMU (3) (2018)
José Á. Segura-Muros, Raúl Pérez, Juan Fernández-Olivares
Learning Planning Action Models with Numerical Information and Logic Relationships Using Classification Techniques. CAEPIA (2018)
Rocío Romero-Záliz, Antonio González Muñoz, Raúl Pérez
Incremental fuzzy learning algorithms in big data problems: A study on the size of learning subsets. FUZZ-IEEE (2017)
Juan Carlos Gámez, David García, Antonio González, Raúl Pérez
On the use of an incremental approach to learn fuzzy classification rules for big data problems. FUZZ-IEEE (2016)
Juan Carlos Gámez, David García, Antonio González Muñoz, Raúl Pérez
Ordinal classification based on the sequential covering strategy. Int. J. Approx. Reason. 76 (2016)
Nikolaos L. Tsakiridis, John B. Theocharis, Raúl Pérez, Antonio González, George C. Zalidis
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems. FUZZ-IEEE (2016)
David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery. IFSA-EUSFLAT (2015)
David García, Juan Carlos Gámez, Antonio González Muñoz, Raúl Pérez
An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach. Int. J. Approx. Reason. 67 (2015)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective. Pattern Recognit. 48 (4) (2015)
David García, Juan Carlos Gámez, Antonio González Muñoz, Raúl Pérez
Using a sequential covering strategy for discovering fuzzy rules incrementally. FUZZ-IEEE (2015)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection. IEEE Trans. Knowl. Data Eng. 27 (2) (2015)
Enrique Leyva, Yoel Caises, Antonio González Muñoz, Raúl Pérez
On the use of meta-learning for instance selection: An architecture and an experimental study. Inf. Sci. 266 (2014)
David García, Antonio González Muñoz, Raúl Pérez
A feature construction approach for genetic iterative rule learning algorithm. J. Comput. Syst. Sci. 80 (1) (2014)
David García, Antonio González Muñoz, Raúl Pérez
Overview of the SLAVE learning algorithm: A review of its evolution and prospects. Int. J. Comput. Intell. Syst. 7 (6) (2014)
David García, Antonio González Muñoz, Raúl Pérez
An empirical study about the behavior of a genetic learning algorithm on searching spaces pruned by a completeness condition. GEFS (2013)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A Genetic Tuned Fuzzy Classifier Based on Prototypes. EUSFLAT Conf. (2013)
David García, Antonio González Muñoz, Raúl Pérez
A new iterative model to simplify the knowledge extracted on a fuzzy rule-based learning algorithm. FUZZ-IEEE (2013)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
Knowledge-based instance selection: A compromise between efficiency and versatility. Knowl. Based Syst. 47 (2013)
Antonio González Muñoz, Raúl Pérez, Yoel Caises, Enrique Leyva
An Efficient Inductive Genetic Learning Algorithm for Fuzzy Relational Rules. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Yoel Caises, Antonio González Muñoz, Enrique Leyva, Raúl Pérez
Combining instance selection methods based on data characterization: An approach to increase their effectiveness. Inf. Sci. 181 (20) (2011)
David García, Antonio González Muñoz, Raúl Pérez
A two-step approach of feature construction for a genetic learning algorithm. FUZZ-IEEE (2011)
David García, Antonio González Muñoz, Raúl Pérez
An iterative strategy for feature construction on a fuzzy rule-based learning algorithm. ISDA (2011)
Yoel Caises, Enrique Leyva, Antonio González Muñoz, Raúl Pérez
An extension of the Genetic Iterative Approach for learning rule subsets. GEFS (2010)
Yoel Caises, Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A genetic learning of fuzzy relational rules. FUZZ-IEEE (2010)
Yoel Caises, Antonio González Muñoz, Enrique Leyva, Raúl Pérez
SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains. IDEAL (2009)
J. Luis Mato, Miguel Pereira, Juan J. Rodríguez-Andina, José Fariña, Enrique Soto, Raúl Pérez
Distortion Mitigation in RF Power Amplifiers Through FPGA-Based Amplitude and Phase Predistortion. IEEE Trans. Ind. Electron. 55 (11) (2008)
Enrique Alba, Alejandro Cervantes, J. A. Gómez, Pedro Isasi, M. D. Jaraíz, Coromoto León, Gabriel Luque, Francisco Luna, Gara Miranda, Antonio J. Nebro, Raúl Pérez, Carlos Segura
Metaheuristic Approaches for Optimal Broadcasting Design in Metropolitan MANETs. EUROCAST (2007)
Jorge Casillas, Francisco Herrera, Raúl Pérez, María José del Jesus, Pedro Villar
Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-off. Int. J. Approx. Reason. 44 (1) (2007)
Eugenio Aguirre, José F. Argudo, Antonio González Muñoz, Raúl Pérez
A fuzzy perceptual model for map building and navigation of mobile robots. Integr. Comput. Aided Eng. 11 (3) (2004)
Brian Carse, Anthony G. Pipe, Ingo Renners, Adolf Grauel, Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez, Oscar Cordón, Francisco Herrera, Fernando A. C. Gomide, Igor Walter, Antonio González Muñoz, Raúl Pérez
Current issues and future directions in evolutionary fuzzy systems research. EUSFLAT Conf. (2003)
Eugenio Aguirre, Antonio González Muñoz, Raúl Pérez
An inductive approach for learning fuzzy relation rules. EUSFLAT Conf. (2003)
Rafael Alcalá, José Manuel Benítez, Jorge Casillas, Oscar Cordón, Raúl Pérez
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms. Appl. Intell. 18 (2) (2003)
Antonio González Muñoz, Raúl Pérez
Selection of relevant features in a fuzzy genetic learning algorithm. IEEE Trans. Syst. Man Cybern. Part B 31 (3) (2001)
Luis A. Castillo, Antonio González Muñoz, Raúl Pérez
Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm. Fuzzy Sets Syst. 120 (2) (2001)
Antonio González Muñoz, Raúl Pérez
An experimental study about the search mechanism in the SLAVE learning algorithm: Hill-climbing methods versus genetic algorithms. Inf. Sci. 136 (1-4) (2001)
Antonio González Muñoz, Raúl Pérez
A Study About the Inclusion of Linguistic Hedges in a Fuzzy Rule Learning Algorithm. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 7 (3) (1999)
Antonio González Muñoz, Raúl Pérez
SLAVE: a genetic learning system based on an iterative approach. IEEE Trans. Fuzzy Syst. 7 (2) (1999)
Antonio González, Raúl Pérez
Completeness and consistency conditions for learning fuzzy rules. Fuzzy Sets Syst. 96 (1) (1998)
Antonio González Muñoz, Raúl Pérez
A fuzzy theory refinement algorithm. Int. J. Approx. Reason. 19 (3-4) (1998)
Antonio González Muñoz, Raúl Pérez
Un algoritmo de aprendizaje de reglas basado en el método genético iterativo. Inteligencia Artif. 2 (5) (1998)