A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems. - Francisco José Berlanga; María José del Jesus; María José Gacto; Francisco Herrera (ICAISC, 2006)

Genetic Lateral and Amplitude Tuning with Rule Selection for Fuzzy Control of Heating, Ventilating and Air Conditioning Systems. - Rafael Alcalá; Jesús Alcalá-Fdez; Francisco José Berlanga; María José Gacto; Francisco Herrera (IEA/AIE, 2006)

Improving Fuzzy Rule-Based Decision Models by Means of a Genetic 2-Tuples Based Tuning and the Rule Selection. - Rafael Alcalá; Jesús Alcalá-Fdez; Francisco José Berlanga; María José Gacto; Francisco Herrera (MDAI, 2006)

A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning on Fuzzy Rule-Based Systems. - Rafael Alcalá; Jesús Alcalá-Fdez; María José Gacto; Francisco Herrera (FUZZ-IEEE, 2007)

Genetic Learning of Membership Functions for Mining Fuzzy Association Rules. - Rafael Alcalá; Jesús Alcalá-Fdez; María José Gacto; Francisco Herrera (FUZZ-IEEE, 2007)

A Multi-Objective Genetic Algorithm for Tuning and Rule Selection to Obtain Accurate and Compact Linguistic Fuzzy Rule-Based Systems. - Rafael Alcalá; María José Gacto; Francisco Herrera; Jesús Alcalá-Fdez (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007)

Rule Base Reduction and Genetic Tuning of Fuzzy Systems Based on the Linguistic 3-tuples Representation. - Rafael Alcalá; Jesús Alcalá-Fdez; María José Gacto; Francisco Herrera (Soft Comput., 2007)

On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection. - Rafael Alcalá; Jesús Alcalá-Fdez; María José Gacto; Francisco Herrera (Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008)

A Multiobjective Evolutionary Algorithm for Tuning Fuzzy Rule Based Systems with Measures for Preserving Interpretability. - María José Gacto; Rafael Alcalá; Francisco Herrera (IFSA/EUSFLAT Conf., 2009)

Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm. - María José Gacto; Rafael Alcalá; Francisco Herrera (ISDA, 2009)

Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems. - Rafael Alcalá; Jesús Alcalá-Fdez; María José Gacto; Francisco Herrera (Appl. Intell., 2009)

Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. - Jesús Alcalá-Fdez; Rafael Alcalá; María José Gacto; Francisco Herrera (Fuzzy Sets Syst., 2009)

Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems. - María José Gacto; Rafael Alcalá; Francisco Herrera (Soft Comput., 2009)

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. - María José Gacto; Rafael Alcalá; Francisco Herrera (IEA/AIE (2), 2010)

Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems. - María José Gacto; Rafael Alcalá; Francisco Herrera (IEEE Trans. Fuzzy Syst., 2010)

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. - María José Gacto; Rafael Alcalá; Francisco Herrera (GEFS, 2011)

A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems. - María José Gacto; Rafael Alcalá; Francisco Herrera (WILF, 2011)

Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures. - María José Gacto; Rafael Alcalá; Francisco Herrera (Inf. Sci., 2011)

A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems. - Rafael Alcalá; María José Gacto; Francisco Herrera (IEEE Trans. Fuzzy Syst., 2011)

A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems. - María José Gacto; Rafael Alcalá; Francisco Herrera (Appl. Intell., 2012)

Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD. - Cristóbal J. Carmona; Pedro González 001; María José Gacto; María José del Jesus (Int. J. Comput. Intell. Syst., 2012)

Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems. - Francisco Chávez de la O; Francisco Fernández 001; María José Gacto; Rafael Alcalá (Int. J. Comput. Intell. Syst., 2012)

Mining fuzzy association rules from low-quality data. - Ana M. Palacios; María José Gacto; Jesús Alcalá-Fdez (Soft Comput., 2012)

Obtaining accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in high-dimensional regression problems. - María José Gacto; Marta Galende; Rafael Alcalá; Francisco Herrera (FUZZ-IEEE, 2013)

METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems. - María José Gacto; Marta Galende; Rafael Alcalá; Francisco Herrera (Inf. Sci., 2014)

Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation. - Marta Galende; María José Gacto; Gregorio I. Sainz; Rafael Alcalá (Inf. Sci., 2014)

Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017). - Rafael Alcalá; María José Gacto; Jesús Alcalá-Fdez (WIREs Data Mining Knowl. Discov., 2018)

Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems. - María José Gacto; José Manuel Soto-Hidalgo; Jesús Alcalá-Fdez; Rafael Alcalá (IEEE Access, 2019)

Temporal association rule mining: An overview considering the time variable as an integral or implied component. - Alberto Segura-Delgado; María José Gacto; Rafael Alcalá; Jesús Alcalá-Fdez (WIREs Data Mining Knowl. Discov., 2020)

Meta-Fuzzy Items for Fuzzy Association Rules. - Carmen Biedma-Rdguez; María José Gacto; Rafael Alcalá; Jesús Alcalá-Fdez (FUZZ-IEEE, 2021)

An Internet of Things and Fuzzy Markup Language Based Approach to Prevent the Risk of Falling Object Accidents in the Execution Phase of Construction Projects. - María Martínez-Rojas; María José Gacto; Autilia Vitiello; Giovanni Acampora; José Manuel Soto-Hidalgo (Sensors, 2021)

Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension. - Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Jesús Alcalá-Fdez; Rafael Alcalá (Int. J. Fuzzy Syst., 2022)

Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy. - Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Rafael Alcalá; Concepción Maria Aguilera; Jesús Alcalá-Fdez (Fuzzy Sets Syst., 2023)

Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity. - Mireia Bustos-Aibar; Concepción Maria Aguilera; Jesús Alcalá-Fdez; Francisco Javier Ruiz-Ojeda; Julio Plaza-Díaz; Abel Plaza-Florido; Inés Tofe; Mercedes Gil-Campos; María José Gacto; Augusto Anguita-Ruiz (Comput. Biol. Medicine, 2023)

Enhancing soft computing techniques to actively address imbalanced regression problems. - María Arteaga; María José Gacto; Marta Galende; Jesús Alcalá-Fdez; Rafael Alcalá (Expert Syst. Appl., 2023)

Prediction of Continuous Targets by Explainable Imbalanced Regression from Omics Data in Childhood Obesity. - María Arteaga; Álvaro Torres-Martos; Augusto Anguita-Ruiz; Jesús Alcalá-Fdez; Rafael Alcalá; María José Gacto (EXPLIMED@ECAI, 2024)

A comparative analysis of machine learning methods for display characterization. - Khleef Almutairi; Samuel Morillas; Pedro Latorre-Carmona; Makan Dansoko; María José Gacto (Displays, 2024)