Rafael Alcalá

80 papers B 12C 2Misc 2Journal 46Unranked 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Multiomics and eXplainable artificial intelligence for decision support in insulin resistance early diagnosis: A pediatric population-based longitudinal study.
Artif. Intell. Medicine
Álvaro Torres-Martos, Augusto Anguita-Ruiz, Mireia Bustos-Aibar, Alberto Ramírez-Mena, María Arteaga, Gloria Bueno, Rosaura Leis, Concepción Maria Aguilera, Rafael Alcalá, Jesús Alcalá-Fdez
2024 — conf
Prediction of Continuous Targets by Explainable Imbalanced Regression from Omics Data in Childhood Obesity.
EXPLIMED@ECAI
María Arteaga, Álvaro Torres-Martos, Augusto Anguita-Ruiz, Jesús Alcalá-Fdez, Rafael Alcalá, María José Gacto
2023 J jnl
Enhancing soft computing techniques to actively address imbalanced regression problems.
Expert Syst. Appl.
María Arteaga, María José Gacto, Marta Galende, Jesús Alcalá-Fdez, Rafael Alcalá
2023 J jnl
Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy.
Fuzzy Sets Syst.
Carmen Biedma-Rdguez, María José Gacto, Augusto Anguita-Ruiz, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
2022 — conf
Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity.
IWBBIO (2)
Álvaro Torres-Martos, Augusto Anguita-Ruiz, Mireia Bustos-Aibar, Sofia Cámara-Sánchez, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
2022 J jnl
Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies.
Expert Syst. Appl.
Alberto Segura-Delgado, Augusto Anguita-Ruiz, Rafael Alcalá, Jesús Alcalá-Fdez
2022 J jnl
Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension.
Int. J. Fuzzy Syst.
Carmen Biedma-Rdguez, María José Gacto, Augusto Anguita-Ruiz, Jesús Alcalá-Fdez, Rafael Alcalá
2021 B conf
Meta-Fuzzy Items for Fuzzy Association Rules.
FUZZ-IEEE
Carmen Biedma-Rdguez, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez
2020 J jnl
Temporal association rule mining: An overview considering the time variable as an integral or implied component.
WIREs Data Mining Knowl. Discov.
Alberto Segura-Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez
2020 J jnl
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research.
PLoS Comput. Biol.
Augusto Anguita-Ruiz, Alberto Segura-Delgado, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
2019 — conf
Describing Sequential Association Patterns from Longitudinal Microarray Data Sets in Humans.
IWBBIO (2)
Augusto Anguita-Ruiz, Alberto Segura-Delgado, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá Fernández
2019 J jnl
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems.
IEEE Access
María José Gacto, José Manuel Soto-Hidalgo, Jesús Alcalá-Fdez, Rafael Alcalá
2018 J jnl
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017).
WIREs Data Mining Knowl. Discov.
Rafael Alcalá, María José Gacto, Jesús Alcalá-Fdez
2017 J jnl
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification.
IEEE Trans. Fuzzy Syst.
Jesús Alcalá-Fdez, Rafael Alcalá, Sergio González, Yusuke Nojima, Salvador García
2014 J jnl
A multi-objective evolutionary method for learning granularities based on fuzzy discretization to improve the accuracy-complexity trade-off of fuzzy rule-based classification systems: D-MOFARC algorithm.
Appl. Soft Comput.
Michela Fazzolari, Rafael Alcalá, Francisco Herrera
2014 J jnl
Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation.
Inf. Sci.
Marta Galende, María José Gacto, Gregorio I. Sainz, Rafael Alcalá
2014 J jnl
METSK-HD
Inf. Sci.
María José Gacto, Marta Galende, Rafael Alcalá, Francisco Herrera
2013 J jnl
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions.
IEEE Trans. Fuzzy Syst.
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2013 J jnl
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off.
Knowl. Based Syst.
Michela Fazzolari, Bruno Giglio, Rafael Alcalá, Francesco Marcelloni, Francisco Herrera
2013 — conf
Improving a fuzzy association rule-based classification model by granularity learning based on heuristic measures over multiple granularities.
GEFS
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2013 B conf
Obtaining accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in high-dimensional regression problems.
FUZZ-IEEE
María José Gacto, Marta Galende, Rafael Alcalá, Francisco Herrera
2013 J jnl
Special Issue on "Evolutionary Fuzzy Systems" EFSs.
Knowl. Based Syst.
Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2012 B conf
A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers.
FUZZ-IEEE
Bruno Giglio, Francesco Marcelloni, Michela Fazzolari, Rafael Alcalá, Francisco Herrera
2012 J jnl
A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems.
Appl. Intell.
María José Gacto, Rafael Alcalá, Francisco Herrera
2012 J jnl
Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems.
Int. J. Comput. Intell. Syst.
Francisco Chávez de la O, Francisco Fernández, María José Gacto, Rafael Alcalá
2012 J jnl
Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments.
Appl. Intell.
Francisco Chávez de la O, Francisco Fernández, Rafael Alcalá, Jesús Alcalá-Fdez, Gustavo Olague, Francisco Herrera
2012 J jnl
Special Issue on Evolutionary Fuzzy Systems.
Int. J. Comput. Intell. Syst.
Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
2011 — conf
A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems.
WILF
María José Gacto, Rafael Alcalá, Francisco Herrera
2011 J jnl
A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems.
IEEE Trans. Fuzzy Syst.
Rafael Alcalá, María José Gacto, Francisco Herrera
2011 J jnl
A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems With Genetic Rule Selection and Lateral Tuning.
IEEE Trans. Fuzzy Syst.
Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera
2011 — conf
Evolutionary Multi-Objective Algorithm to effectively improve the performance of the classic tuning of fuzzy logic controllers for a heating, ventilating and Air Conditioning system.
GEFS
María José Gacto, Rafael Alcalá, Francisco Herrera
2011 B conf
Evolutionary learning of a laser pointer detection fuzzy system for an environment control system.
FUZZ-IEEE
Francisco Chávez de la O, Francisco Fernández, Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera
2011 J jnl
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures.
Inf. Sci.
María José Gacto, Rafael Alcalá, Francisco Herrera
2011 J jnl
Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions.
Soft Comput.
Rafael Alcalá, Yusuke Nojima, Francisco Herrera, Hisao Ishibuchi
2011 B conf
Musical genre classification by means of Fuzzy Rule-Based Systems: A preliminary approach.
IEEE Congress on Evolutionary Computation
Francisco Fernández, Francisco Chávez de la O, Rafael Alcalá, Francisco Herrera
2011 J jnl
Special issue on evolutionary fuzzy systems.
Soft Comput.
Yusuke Nojima, Rafael Alcalá, Hisao Ishibuchi, Francisco Herrera
2010 J jnl
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems.
Expert Syst. Appl.
Manuel Mucientes, Jesús Alcalá-Fdez, Rafael Alcalá, Jorge Casillas
2010 — conf
A fuzzy associative classification system with genetic rule selection for high-dimensional problems.
GEFS
Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera
2010 — conf
Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithm.
IEA/AIE (2)
María José Gacto, Rafael Alcalá, Francisco Herrera
2010 B conf
Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems.
FUZZ-IEEE
Francisco Chávez de la O, Francisco Fernández, Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera, Gustavo Olague
2010 J jnl
Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
María José Gacto, Rafael Alcalá, Francisco Herrera
2010 — ch.
On the Use of Distributed Genetic Algorithms for the Tuning of Fuzzy Rule Based-Systems.
Parallel and Distributed Computational Intelligence
Ignacio Robles, Rafael Alcalá, José Manuel Benítez, Francisco Herrera
2009 — conf
A Multiobjective Evolutionary Algorithm for Tuning Fuzzy Rule Based Systems with Measures for Preserving Interpretability.
IFSA/EUSFLAT Conf.
María José Gacto, Rafael Alcalá, Francisco Herrera
2009 J jnl
A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems.
IEEE Trans. Fuzzy Syst.
Rafael Alcalá, Pietro Ducange, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
2009 J jnl
Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems.
Soft Comput.
María José Gacto, Rafael Alcalá, Francisco Herrera
2009 — conf
Distributed Genetic Tuning of Fuzzy Rule-Based Systems.
IFSA/EUSFLAT Conf.
Ignacio Robles, Rafael Alcalá, José Manuel Benítez, Francisco Herrera
2009 J jnl
Evolutionary parallel and gradually distributed lateral tuning of fuzzy rule-based systems.
Evol. Intell.
Ignacio Robles, Rafael Alcalá, José Manuel Benítez, Francisco Herrera
2009 B conf
Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection.
FUZZ-IEEE
Rafael Alcalá, Yusuke Nojima, Francisco Herrera, Hisao Ishibuchi
2009 C conf
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm.
ISDA
María José Gacto, Rafael Alcalá, Francisco Herrera
2009 J jnl
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems.
Appl. Intell.
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
2009 J jnl
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms.
Fuzzy Sets Syst.
Jesús Alcalá-Fdez, Rafael Alcalá, María José Gacto, Francisco Herrera
2009 J jnl
Learning weighted linguistic rules to control an autonomous robot.
Int. J. Intell. Syst.
Manuel Mucientes, Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas
2009 J jnl
Special issue on genetic fuzzy systems: new advances.
Evol. Intell.
Rafael Alcalá, Yusuke Nojima
2008 Misc conf
Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework.
HAIS
Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
2008 — ch.
On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection.
Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
2007 B conf
A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning on Fuzzy Rule-Based Systems.
FUZZ-IEEE
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
2007 J jnl
A Multi-Objective Genetic Algorithm for Tuning and Rule Selection to Obtain Accurate and Compact Linguistic Fuzzy Rule-Based Systems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Rafael Alcalá, María José Gacto, Francisco Herrera, Jesús Alcalá-Fdez
2007 J jnl
A Proposal for the Genetic Lateral Tuning of Linguistic Fuzzy Systems and Its Interaction With Rule Selection.
IEEE Trans. Fuzzy Syst.
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera
2007 B conf
Genetic Learning of Membership Functions for Mining Fuzzy Association Rules.
FUZZ-IEEE
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
2007 J jnl
Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation.
Int. J. Approx. Reason.
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera, José Otero
2007 J jnl
Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section.
IEEE Trans. Fuzzy Syst.
Oscar Cordón, Rafael Alcalá, Jesús Alcalá-Fdez, Ignacio Rojas
2007 J jnl
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems.
Int. J. Intell. Syst.
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
2007 J jnl
Rule Base Reduction and Genetic Tuning of Fuzzy Systems Based on the Linguistic 3-tuples Representation.
Soft Comput.
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
2006 C conf
Genetic Lateral and Amplitude Tuning with Rule Selection for Fuzzy Control of Heating, Ventilating and Air Conditioning Systems.
IEA/AIE
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco José Berlanga, María José Gacto, Francisco Herrera
2006 J jnl
Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling.
Soft Comput.
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
2006 B conf
Improving Fuzzy Rule-Based Decision Models by Means of a Genetic 2-Tuples Based Tuning and the Rule Selection.
MDAI
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco José Berlanga, María José Gacto, Francisco Herrera
2005 J jnl
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems.
Eng. Appl. Artif. Intell.
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Antonio González, Francisco Herrera
2005 B conf
Genetic Learning of the Knowledge Base of a Fuzzy System by Using the Linguistic 2-Tuples Representation.
FUZZ-IEEE
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera, José Otero
2004 B conf
Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation.
FUZZ-IEEE
Rafael Alcalá, Francisco Herrera
2003 — ch.
Combining Rule Weight Learning and Rule Selection to Obtain Simpler and More Accurate Linguistic Fuzzy Models.
Modelling with Words
Rafael Alcalá, Oscar Cordón, Francisco Herrera
2003 J jnl
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms.
Appl. Intell.
Rafael Alcalá, José Manuel Benítez, Jorge Casillas, Oscar Cordón, Raúl Pérez
2003 — conf
Genetic learning of accurate TS models based on local fuzzy prototyping.
EUSFLAT Conf.
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
2003 J jnl
Linguistic modeling with hierarchical systems of weighted linguistic rules.
Int. J. Approx. Reason.
Rafael Alcalá, José Ramón Cano, Oscar Cordón, Francisco Herrera, Pedro Villar, Igor Zwir
2003 J jnl
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning.
Integr. Comput. Aided Eng.
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
2002 Misc conf
Hybridizing Hierarchical and Weighted Linguistic Rules.
SAC
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera, Igor Zwir
2002 — conf
Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology.
IBERAMIA
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
2002 — conf
Insurance Market Risk Modeling with Hierarchical Fuzzy Rule Based Systems.
ICEIS
Rafael Alcalá, Oscar Cordón, Francisco Herrera, Igor Zwir
2001 J jnl
Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems.
J. Intell. Fuzzy Syst.
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
2001 — conf
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolution.
EUSFLAT Conf.
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
1999 — conf
Tuning fuzzy logic controllers for energy efficiency consumption in buildings.
EUSFLAT-ESTYLF Joint Conf.
Rafael Alcalá, Jorge Casillas, Antonio González