Genetic learning of accurate TS models based on local fuzzy prototyping. - Rafael Alcalá; Jesús Alcalá-Fdez; Jorge Casillas; Oscar Cordón; Francisco Herrera (EUSFLAT Conf., 2003)

Assessing the differences in accuracy between GFSs with bootstrap tests. - Luciano Sánchez; José Otero; Jesús Alcalá-Fdez (EUSFLAT Conf., 2005)

Genetic Learning of the Knowledge Base of a Fuzzy System by Using the Linguistic 2-Tuples Representation. - Rafael Alcalá; Jesús Alcalá-Fdez; Francisco Herrera; José Otero (FUZZ-IEEE, 2005)

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)

Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling. - Rafael Alcalá; Jesús Alcalá-Fdez; Jorge Casillas; Oscar Cordón; Francisco Herrera (Soft Comput., 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)

Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. - Rafael Alcalá; Jesús Alcalá-Fdez; Francisco Herrera; José Otero (Int. J. Approx. Reason., 2007)

Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems. - Jesús Alcalá-Fdez; Francisco Herrera; Francisco Alfredo Márquez; Antonio Peregrín (Int. J. Intell. Syst., 2007)

Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems. - Rafael Alcalá; Jesús Alcalá-Fdez; Jorge Casillas; Oscar Cordón; Francisco Herrera (Int. J. Intell. Syst., 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)

A Proposal for the Genetic Lateral Tuning of Linguistic Fuzzy Systems and Its Interaction With Rule Selection. - Rafael Alcalá; Jesús Alcalá-Fdez; Francisco Herrera (IEEE Trans. Fuzzy Syst., 2007)

Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section. - Oscar Cordón; Rafael Alcalá; Jesús Alcalá-Fdez; Ignacio Rojas (IEEE Trans. Fuzzy Syst., 2007)

KEEL: A data mining software tool integrating genetic fuzzy systems. - Jesús Alcalá-Fdez; Salvador García 001; Francisco José Berlanga; Alberto Fernández 001; Luciano Sánchez; María José del Jesus; Francisco Herrera (GEFS, 2008)

A consistency-based procedure to estimate missing pairwise preference values. - Sergio Alonso; Francisco Chiclana; Francisco Herrera; Enrique Herrera-Viedma; Jesús Alcalá-Fdez; Carlos Porcel (Int. J. Intell. Syst., 2008)

Fuzzy-genetic optimization of the parameters of a low cost system for the optical measurement of several dimensions of vehicles. - José Otero; Luciano Sánchez; Jesús Alcalá-Fdez (Soft Comput., 2008)

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)

Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness. - Nicolò Flugy Papè; Jesús Alcalá-Fdez; Andrea Bonarini; Francisco Herrera (HAIS, 2009)

Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool. - Alberto Fernández 001; Julián Luengo; Joaquín Derrac; Jesús Alcalá-Fdez; Francisco Herrera (IDEAL, 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)

Learning weighted linguistic rules to control an autonomous robot. - Manuel Mucientes; Rafael Alcalá; Jesús Alcalá-Fdez; Jorge Casillas (Int. J. Intell. Syst., 2009)

KEEL: a software tool to assess evolutionary algorithms for data mining problems. - Jesús Alcalá-Fdez; Luciano Sánchez; Salvador García 001; María José del Jesus; Sebastián Ventura; Josep Maria Garrell i Guiu; José Otero; Cristóbal Romero 001; Jaume Bacardit; Víctor M. Rivas; Juan Carlos Fernández 001; Francisco Herrera (Soft Comput., 2009)

Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems. - Francisco Chávez de la O; Francisco Fernández 001; Jesús Alcalá-Fdez; Rafael Alcalá; Francisco Herrera; Gustavo Olague (FUZZ-IEEE, 2010)

A fuzzy associative classification system with genetic rule selection for high-dimensional problems. - Jesús Alcalá-Fdez; Rafael Alcalá; Francisco Herrera (GEFS, 2010)

A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems. - Manuel Mucientes; Jesús Alcalá-Fdez; Rafael Alcalá; Jorge Casillas (Expert Syst. Appl., 2010)

Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules. - Jesús Alcalá-Fdez; Nicolò Flugy Papè; Andrea Bonarini; Francisco Herrera (Fundam. Informaticae, 2010)

Evolutionary learning of a laser pointer detection fuzzy system for an environment control system. - Francisco Chávez de la O; Francisco Fernández 001; Rafael Alcalá; Jesús Alcalá-Fdez; Francisco Herrera (FUZZ-IEEE, 2011)

A multi-objective evolutionary algorithm for mining quantitative association rules. - Diana Martín Rodríguez; Alejandro Rosete; Jesús Alcalá-Fdez; Francisco Herrera (ISDA, 2011)

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework. - Jesús Alcalá-Fdez; Alberto Fernández 001; Julián Luengo; Joaquín Derrac; Salvador García 001 (J. Multiple Valued Log. Soft Comput., 2011)

Soft Computing Techniques in Data Mining. - Jesús Alcalá-Fdez; Francisco Herrera (J. Multiple Valued Log. Soft Comput., 2011)

A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems With Genetic Rule Selection and Lateral Tuning. - Jesús Alcalá-Fdez; Rafael Alcalá; Francisco Herrera (IEEE Trans. Fuzzy Syst., 2011)

jFuzzyLogic: a robust and flexible Fuzzy-Logic inference system language implementation. - Pablo Cingolani; Jesús Alcalá-Fdez (FUZZ-IEEE, 2012)

Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments. - Francisco Chávez de la O; Francisco Fernández 001; Rafael Alcalá; Jesús Alcalá-Fdez; Gustavo Olague; Francisco Herrera (Appl. Intell., 2012)

Financial time series forecasting with a bio-inspired fuzzy model. - José Luis Aznarte; Jesús Alcalá-Fdez; Antonio Arauzo-Azofra; José Manuel Benítez 001 (Expert Syst. Appl., 2012)

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

Interpretability analysis of fuzzy association rules supported by fingrams. - David P. Pancho; José Maria Alonso; Jesús Alcalá-Fdez; Luis Magdalena (EUSFLAT Conf., 2013)

A new fingram-based software tool for visual representation and analysis of fuzzy association rules. - David P. Pancho; José Maria Alonso; Jesús Alcalá-Fdez (FUZZ-IEEE, 2013)

Special Issue on Software Tools for Soft Computing. - Jesús Alcalá-Fdez; José Maria Alonso (Int. J. Comput. Intell. Syst., 2013)

jFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming. - Pablo Cingolani; Jesús Alcalá-Fdez (Int. J. Comput. Intell. Syst., 2013)

Analyzing fuzzy association rules with Fingrams in KEEL. - David P. Pancho; José Maria Alonso; Jesús Alcalá-Fdez; Luis Magdalena (FUZZ-IEEE, 2014)

QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules. - Diana Martín Rodríguez; Alejandro Rosete; Jesús Alcalá-Fdez; Francisco Herrera (Inf. Sci., 2014)

A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules. - Diana Martín Rodríguez; Alejandro Rosete; Jesús Alcalá-Fdez; Francisco Herrera (IEEE Trans. Evol. Comput., 2014)

Genetic learning of the membership functions for mining fuzzy association rules from low quality data. - Ana Maria Palacios; José Luis Palacios; Luciano Sánchez; Jesús Alcalá-Fdez (Inf. Sci., 2015)

New open source modules in KEEL to analyze and export fuzzy association rules. - Alberto Segura-Delgado; Ramón Pérez-Pérez; Jesús Alcalá-Fdez (FUZZ-IEEE, 2016)

Special Issue on Computational Intelligence Software Guest Editorial. - Jesús Alcalá-Fdez; José Maria Alonso; Oscar Cordón (IEEE Comput. Intell. Mag., 2016)

NICGAR: A Niching Genetic Algorithm to mine a diverse set of interesting quantitative association rules. - Diana Martín; Jesús Alcalá-Fdez; Alejandro Rosete; Francisco Herrera (Inf. Sci., 2016)

A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects. - Jesús Alcalá-Fdez; José Maria Alonso (IEEE Trans. Fuzzy Syst., 2016)

Mining association rules in R using the package RKEEL. - Oliver Sanchez; Jose M. Moyano; Luciano Sánchez; Jesús Alcalá-Fdez (FUZZ-IEEE, 2017)

KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining. - Isaac Triguero; Sergio González; Jose M. Moyano; Salvador García 001; Jesús Alcalá-Fdez; Julián Luengo; Alberto Fernández 001; María José del Jesus; Luciano Sánchez; Francisco Herrera (Int. J. Comput. Intell. Syst., 2017)

Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification. - Jesús Alcalá-Fdez; Rafael Alcalá; Sergio González; Yusuke Nojima; Salvador García 001 (IEEE Trans. Fuzzy Syst., 2017)

Interoperability for Embedded Systems in JFML Software: An Arduino-based implementation. - Francisco Jesus Arcos; José Manuel Soto-Hidalgo; Autilia Vitiello; Giovanni Acampora; Jesús Alcalá-Fdez (FUZZ-IEEE, 2018)

JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016. - José M. Soto-Hidalgo; José Maria Alonso; Giovanni Acampora; Jesús Alcalá-Fdez (IEEE Access, 2018)

Design of Fuzzy Controllers for Embedded Systems With JFML. - José M. Soto-Hidalgo; Autilia Vitiello; José Maria Alonso; Giovanni Acampora; Jesús Alcalá-Fdez (Int. J. Comput. Intell. Syst., 2018)

MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems. - Diana Martín; María Martínez-Ballesteros; Diego García-Gil; Jesús Alcalá-Fdez; Francisco Herrera; José Cristóbal Riquelme Santos (Knowl. Based Syst., 2018)

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)

VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016. - Giovanni Acampora; Jesús Alcalá-Fdez; Roberta Siciliano; José M. Soto-Hidalgo; Autilia Vitiello (FUZZ-IEEE, 2019)

Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML. - Jesús Alcalá-Fdez; José Maria Alonso; Ciro Castiello; Corrado Mencar; José M. Soto-Hidalgo (FUZZ-IEEE, 2019)

Describing Sequential Association Patterns from Longitudinal Microarray Data Sets in Humans. - Augusto Anguita-Ruiz; Alberto Segura-Delgado; Rafael Alcalá; Concepción Maria Aguilera; Jesús Alcalá Fernández (IWBBIO (2), 2019)

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)

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research. - Augusto Anguita-Ruiz; Alberto Segura-Delgado; Rafael Alcalá; Concepción Maria Aguilera; Jesús Alcalá-Fdez (PLoS Comput. Biol., 2020)

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 approach to bridge the gap between ubiquitous embedded devices and JFML: A new module for Internet of Things. - Francisco J. Rodríguez-Lozano; Juan Carlos Gámez-Granados; Oresti Banos; Jesús Alcalá-Fdez; José Manuel Soto-Hidalgo (FUZZ-IEEE, 2021)

Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project. - Mireia Bustos-Aibar; Augusto Anguita-Ruiz; Álvaro Torres-Martos; Jesús Alcalá-Fdez; Francisco Javier Ruiz-Ojeda; Marjorie Reyes-Farias; Andrea Soria-Gondek; Laura Herrero; David Sánchez-Infantes; Concepción Maria Aguilera (IWBBIO (1), 2022)

Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity. - Álvaro Torres-Martos; Augusto Anguita-Ruiz; Mireia Bustos-Aibar; Sofia Cámara-Sánchez; Rafael Alcalá; Concepción Maria Aguilera; Jesús Alcalá-Fdez (IWBBIO (2), 2022)

Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies. - Alberto Segura-Delgado; Augusto Anguita-Ruiz; Rafael Alcalá; Jesús Alcalá-Fdez (Expert Syst. Appl., 2022)

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)

Explainable artificial intelligence to predict and identify prostate cancer tissue by gene expression. - Alberto Ramírez-Mena; Eduardo Andrés León; Maria Jesus Alvarez-Cubero; Augusto Anguita-Ruiz; Luis Javier Martinez-Gonzalez; Jesús Alcalá-Fdez (Comput. Methods Programs Biomed., 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)

JFML-IoT: Fuzzy Control for IoT Systems based on the IEEE std 1855-2016. - Alberto Ramírez-Mena; Sofia Cámara-Sánchez; Jesús Alcalá-Fdez; María Martínez-Rojas; José Manuel Soto-Hidalgo (FUZZ, 2024)

Multiomics and eXplainable artificial intelligence for decision support in insulin resistance early diagnosis: A pediatric population-based longitudinal study. - 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 (Artif. Intell. Medicine, 2024)