Rafael Alcalá

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 12

Top Topics

Obtaining Accurate

Gene Expression

Regression Problems

Fuzzy Association Rules

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

WIREs Data Mining Knowl. Discov.

Publications

Carmen Biedma-Rdguez, María José Gacto, Augusto Anguita-Ruiz, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy. Fuzzy Sets Syst. 465 (2023)
María Arteaga, María José Gacto, Marta Galende, Jesús Alcalá-Fdez, Rafael Alcalá
Enhancing soft computing techniques to actively address imbalanced regression problems. Expert Syst. Appl. 234 (2023)
Alberto Segura-Delgado, Augusto Anguita-Ruiz, Rafael Alcalá, Jesús Alcalá-Fdez
Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies. Expert Syst. Appl. 193 (2022)
Carmen Biedma-Rdguez, María José Gacto, Augusto Anguita-Ruiz, Jesús Alcalá-Fdez, Rafael Alcalá
Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension. Int. J. Fuzzy Syst. 24 (7) (2022)
Álvaro Torres-Martos, Augusto Anguita-Ruiz, Mireia Bustos-Aibar, Sofia Cámara-Sánchez, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity. IWBBIO (2) (2022)
Carmen Biedma-Rdguez, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez
Meta-Fuzzy Items for Fuzzy Association Rules. FUZZ-IEEE (2021)
Alberto Segura-Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez
Temporal association rule mining: An overview considering the time variable as an integral or implied component. WIREs Data Mining Knowl. Discov. 10 (4) (2020)
Augusto Anguita-Ruiz, Alberto Segura-Delgado, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá-Fdez
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research. PLoS Comput. Biol. 16 (4) (2020)
María José Gacto, José Manuel Soto-Hidalgo, Jesús Alcalá-Fdez, Rafael Alcalá
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems. IEEE Access 7 (2019)
Augusto Anguita-Ruiz, Alberto Segura-Delgado, Rafael Alcalá, Concepción Maria Aguilera, Jesús Alcalá Fernández
Describing Sequential Association Patterns from Longitudinal Microarray Data Sets in Humans. IWBBIO (2) (2019)
Rafael Alcalá, María José Gacto, Jesús Alcalá-Fdez
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017). WIREs Data Mining Knowl. Discov. 8 (2) (2018)
Jesús Alcalá-Fdez, Rafael Alcalá, Sergio González, Yusuke Nojima, Salvador García
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
María José Gacto, Marta Galende, Rafael Alcalá, Francisco Herrera
: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems. Inf. Sci. 276 (2014)
Marta Galende, María José Gacto, Gregorio I. Sainz, Rafael Alcalá
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. 282 (2014)
Michela Fazzolari, Rafael Alcalá, Francisco Herrera
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. 24 (2014)
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
Improving a fuzzy association rule-based classification model by granularity learning based on heuristic measures over multiple granularities. GEFS (2013)
María José Gacto, Marta Galende, Rafael Alcalá, Francisco Herrera
Obtaining accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in high-dimensional regression problems. FUZZ-IEEE (2013)
Michela Fazzolari, Bruno Giglio, Rafael Alcalá, Francesco Marcelloni, Francisco Herrera
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off. Knowl. Based Syst. 54 (2013)
Michela Fazzolari, Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions. IEEE Trans. Fuzzy Syst. 21 (1) (2013)
Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
Special Issue on "Evolutionary Fuzzy Systems" EFSs. Knowl. Based Syst. 54 (2013)
Rafael Alcalá, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera
Special Issue on Evolutionary Fuzzy Systems. Int. J. Comput. Intell. Syst. 5 (2) (2012)
María José Gacto, Rafael Alcalá, Francisco Herrera
A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems. Appl. Intell. 36 (2) (2012)
Francisco Chávez de la O, Francisco Fernández, Rafael Alcalá, Jesús Alcalá-Fdez, Gustavo Olague, Francisco Herrera
Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments. Appl. Intell. 36 (2) (2012)
Francisco Chávez de la O, Francisco Fernández, María José Gacto, Rafael Alcalá
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. 5 (2) (2012)
Bruno Giglio, Francesco Marcelloni, Michela Fazzolari, Rafael Alcalá, Francisco Herrera
A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers. FUZZ-IEEE (2012)
Francisco Fernández, Francisco Chávez de la O, Rafael Alcalá, Francisco Herrera
Musical genre classification by means of Fuzzy Rule-Based Systems: A preliminary approach. IEEE Congress on Evolutionary Computation (2011)
Yusuke Nojima, Rafael Alcalá, Hisao Ishibuchi, Francisco Herrera
Special issue on evolutionary fuzzy systems. Soft Comput. 15 (12) (2011)
Rafael Alcalá, María José Gacto, Francisco Herrera
A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems. IEEE Trans. Fuzzy Syst. 19 (4) (2011)
Rafael Alcalá, Yusuke Nojima, Francisco Herrera, Hisao Ishibuchi
Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions. Soft Comput. 15 (12) (2011)
Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera
A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems With Genetic Rule Selection and Lateral Tuning. IEEE Trans. Fuzzy Syst. 19 (5) (2011)
María José Gacto, Rafael Alcalá, Francisco Herrera
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 (2011)
Francisco Chávez de la O, Francisco Fernández, Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera
Evolutionary learning of a laser pointer detection fuzzy system for an environment control system. FUZZ-IEEE (2011)
María José Gacto, Rafael Alcalá, Francisco Herrera
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures. Inf. Sci. 181 (20) (2011)
María José Gacto, Rafael Alcalá, Francisco Herrera
A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems. WILF (2011)
Francisco Chávez de la O, Francisco Fernández, Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera, Gustavo Olague
Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems. FUZZ-IEEE (2010)
María José Gacto, Rafael Alcalá, Francisco Herrera
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) (2010)
Manuel Mucientes, Jesús Alcalá-Fdez, Rafael Alcalá, Jorge Casillas
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems. Expert Syst. Appl. 37 (2) (2010)
María José Gacto, Rafael Alcalá, Francisco Herrera
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. 18 (3) (2010)
Jesús Alcalá-Fdez, Rafael Alcalá, Francisco Herrera
A fuzzy associative classification system with genetic rule selection for high-dimensional problems. GEFS (2010)
Jesús Alcalá-Fdez, Rafael Alcalá, María José Gacto, Francisco Herrera
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. Fuzzy Sets Syst. 160 (7) (2009)
Ignacio Robles, Rafael Alcalá, José Manuel Benítez, Francisco Herrera
Distributed Genetic Tuning of Fuzzy Rule-Based Systems. IFSA/EUSFLAT Conf. (2009)
María José Gacto, Rafael Alcalá, Francisco Herrera
A Multiobjective Evolutionary Algorithm for Tuning Fuzzy Rule Based Systems with Measures for Preserving Interpretability. IFSA/EUSFLAT Conf. (2009)
Rafael Alcalá, Yusuke Nojima
Special issue on genetic fuzzy systems: new advances. Evol. Intell. 2 (1-2) (2009)
María José Gacto, Rafael Alcalá, Francisco Herrera
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm. ISDA (2009)
Manuel Mucientes, Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas
Learning weighted linguistic rules to control an autonomous robot. Int. J. Intell. Syst. 24 (3) (2009)
Rafael Alcalá, Pietro Ducange, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems. IEEE Trans. Fuzzy Syst. 17 (5) (2009)
María José Gacto, Rafael Alcalá, Francisco Herrera
Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems. Soft Comput. 13 (5) (2009)
Rafael Alcalá, Yusuke Nojima, Francisco Herrera, Hisao Ishibuchi
Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection. FUZZ-IEEE (2009)
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems. Appl. Intell. 31 (1) (2009)
Ignacio Robles, Rafael Alcalá, José Manuel Benítez, Francisco Herrera
Evolutionary parallel and gradually distributed lateral tuning of fuzzy rule-based systems. Evol. Intell. 2 (1-2) (2009)
Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. HAIS (2008)
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera, José Otero
Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. Int. J. Approx. Reason. 44 (1) (2007)
Oscar Cordón, Rafael Alcalá, Jesús Alcalá-Fdez, Ignacio Rojas
Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section. IEEE Trans. Fuzzy Syst. 15 (4) (2007)
Rafael Alcalá, María José Gacto, Francisco Herrera, Jesús Alcalá-Fdez
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. 15 (5) (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems. Int. J. Intell. Syst. 22 (9) (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
Genetic Learning of Membership Functions for Mining Fuzzy Association Rules. FUZZ-IEEE (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera
A Proposal for the Genetic Lateral Tuning of Linguistic Fuzzy Systems and Its Interaction With Rule Selection. IEEE Trans. Fuzzy Syst. 15 (4) (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
Rule Base Reduction and Genetic Tuning of Fuzzy Systems Based on the Linguistic 3-tuples Representation. Soft Comput. 11 (5) (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, María José Gacto, Francisco Herrera
A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning on Fuzzy Rule-Based Systems. FUZZ-IEEE (2007)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling. Soft Comput. 10 (9) (2006)
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco José Berlanga, María José Gacto, Francisco Herrera
Genetic Lateral and Amplitude Tuning with Rule Selection for Fuzzy Control of Heating, Ventilating and Air Conditioning Systems. IEA/AIE (2006)
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco José Berlanga, María José Gacto, Francisco Herrera
Improving Fuzzy Rule-Based Decision Models by Means of a Genetic 2-Tuples Based Tuning and the Rule Selection. MDAI (2006)
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera, José Otero
Genetic Learning of the Knowledge Base of a Fuzzy System by Using the Linguistic 2-Tuples Representation. FUZZ-IEEE (2005)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Antonio González, Francisco Herrera
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems. Eng. Appl. Artif. Intell. 18 (3) (2005)
Rafael Alcalá, Francisco Herrera
Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation. FUZZ-IEEE (2004)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Genetic learning of accurate TS models based on local fuzzy prototyping. EUSFLAT Conf. (2003)
Rafael Alcalá, José Ramón Cano, Oscar Cordón, Francisco Herrera, Pedro Villar, Igor Zwir
Linguistic modeling with hierarchical systems of weighted linguistic rules. Int. J. Approx. Reason. 32 (2-3) (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)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning. Integr. Comput. Aided Eng. 10 (4) (2003)
Rafael Alcalá, Oscar Cordón, Francisco Herrera, Igor Zwir
Insurance Market Risk Modeling with Hierarchical Fuzzy Rule Based Systems. ICEIS (2002)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera, Igor Zwir
Hybridizing Hierarchical and Weighted Linguistic Rules. SAC (2002)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology. IBERAMIA (2002)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolution. EUSFLAT Conf. (2001)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems. J. Intell. Fuzzy Syst. 11 (3-4) (2001)
Rafael Alcalá, Jorge Casillas, Antonio González
Tuning fuzzy logic controllers for energy efficiency consumption in buildings. EUSFLAT-ESTYLF Joint Conf. (1999)