Jesús Alcalá-Fdez

76 papers B 16C 3Misc 1Journal 46Unranked 9
YearRankTypeTitle / Venue / Authors
2024 — conf
JFML-IoT: Fuzzy Control for IoT Systems based on the IEEE std 1855-2016.
FUZZ
Alberto Ramírez-Mena, Sofia Cámara-Sánchez, Jesús Alcalá-Fdez, María Martínez-Rojas, José Manuel Soto-Hidalgo
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
Explainable artificial intelligence to predict and identify prostate cancer tissue by gene expression.
Comput. Methods Programs Biomed.
Alberto Ramírez-Mena, Eduardo Andrés León, Maria Jesus Alvarez-Cubero, Augusto Anguita-Ruiz, Luis Javier Martinez-Gonzalez, Jesús Alcalá-Fdez
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
2023 J jnl
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity.
Comput. Biol. Medicine
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
2022 — conf
Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project.
IWBBIO (1)
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
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
An approach to bridge the gap between ubiquitous embedded devices and JFML: A new module for Internet of Things.
FUZZ-IEEE
Francisco J. Rodríguez-Lozano, Juan Carlos Gámez-Granados, Oresti Banos, Jesús Alcalá-Fdez, José Manuel Soto-Hidalgo
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 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
2019 B conf
Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML.
FUZZ-IEEE
Jesús Alcalá-Fdez, José Maria Alonso, Ciro Castiello, Corrado Mencar, José M. Soto-Hidalgo
2019 B conf
VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016.
FUZZ-IEEE
Giovanni Acampora, Jesús Alcalá-Fdez, Roberta Siciliano, José M. Soto-Hidalgo, Autilia Vitiello
2018 J jnl
Design of Fuzzy Controllers for Embedded Systems With JFML.
Int. J. Comput. Intell. Syst.
José M. Soto-Hidalgo, Autilia Vitiello, José Maria Alonso, Giovanni Acampora, Jesús Alcalá-Fdez
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
2018 B conf
Interoperability for Embedded Systems in JFML Software: An Arduino-based implementation.
FUZZ-IEEE
Francisco Jesus Arcos, José Manuel Soto-Hidalgo, Autilia Vitiello, Giovanni Acampora, Jesús Alcalá-Fdez
2018 J jnl
JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016.
IEEE Access
José M. Soto-Hidalgo, José Maria Alonso, Giovanni Acampora, Jesús Alcalá-Fdez
2018 J jnl
MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems.
Knowl. Based Syst.
Diana Martín, María Martínez-Ballesteros, Diego García-Gil, Jesús Alcalá-Fdez, Francisco Herrera, José Cristóbal Riquelme Santos
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
2017 J jnl
KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining.
Int. J. Comput. Intell. Syst.
Isaac Triguero, Sergio González, Jose M. Moyano, Salvador García, Jesús Alcalá-Fdez, Julián Luengo, Alberto Fernández, María José del Jesus, Luciano Sánchez, Francisco Herrera
2017 B conf
Mining association rules in R using the package RKEEL.
FUZZ-IEEE
Oliver Sanchez, Jose M. Moyano, Luciano Sánchez, Jesús Alcalá-Fdez
2016 J jnl
A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects.
IEEE Trans. Fuzzy Syst.
Jesús Alcalá-Fdez, José Maria Alonso
2016 J jnl
NICGAR: A Niching Genetic Algorithm to mine a diverse set of interesting quantitative association rules.
Inf. Sci.
Diana Martín, Jesús Alcalá-Fdez, Alejandro Rosete, Francisco Herrera
2016 B conf
New open source modules in KEEL to analyze and export fuzzy association rules.
FUZZ-IEEE
Alberto Segura-Delgado, Ramón Pérez-Pérez, Jesús Alcalá-Fdez
2016 J jnl
Special Issue on Computational Intelligence Software Guest Editorial.
IEEE Comput. Intell. Mag.
Jesús Alcalá-Fdez, José Maria Alonso, Oscar Cordón
2015 J jnl
Genetic learning of the membership functions for mining fuzzy association rules from low quality data.
Inf. Sci.
Ana Maria Palacios, José Luis Palacios, Luciano Sánchez, Jesús Alcalá-Fdez
2014 J jnl
A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules.
IEEE Trans. Evol. Comput.
Diana Martín Rodríguez, Alejandro Rosete, Jesús Alcalá-Fdez, Francisco Herrera
2014 B conf
Analyzing fuzzy association rules with Fingrams in KEEL.
FUZZ-IEEE
David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez, Luis Magdalena
2014 J jnl
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules.
Inf. Sci.
Diana Martín Rodríguez, Alejandro Rosete, Jesús Alcalá-Fdez, Francisco Herrera
2013 B conf
A new fingram-based software tool for visual representation and analysis of fuzzy association rules.
FUZZ-IEEE
David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez
2013 — conf
Interpretability analysis of fuzzy association rules supported by fingrams.
EUSFLAT Conf.
David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez, Luis Magdalena
2013 J jnl
Special Issue on Software Tools for Soft Computing.
Int. J. Comput. Intell. Syst.
Jesús Alcalá-Fdez, José Maria Alonso
2013 J jnl
jFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming.
Int. J. Comput. Intell. Syst.
Pablo Cingolani, Jesús Alcalá-Fdez
2012 J jnl
Financial time series forecasting with a bio-inspired fuzzy model.
Expert Syst. Appl.
José Luis Aznarte, Jesús Alcalá-Fdez, Antonio Arauzo-Azofra, José Manuel Benítez
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
Mining fuzzy association rules from low-quality data.
Soft Comput.
Ana M. Palacios, María José Gacto, Jesús Alcalá-Fdez
2012 B conf
jFuzzyLogic: a robust and flexible Fuzzy-Logic inference system language implementation.
FUZZ-IEEE
Pablo Cingolani, Jesús Alcalá-Fdez
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 C conf
A multi-objective evolutionary algorithm for mining quantitative association rules.
ISDA
Diana Martín Rodríguez, Alejandro Rosete, Jesús Alcalá-Fdez, 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
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework.
J. Multiple Valued Log. Soft Comput.
Jesús Alcalá-Fdez, Alberto Fernández, Julián Luengo, Joaquín Derrac, Salvador García
2011 J jnl
Soft Computing Techniques in Data Mining.
J. Multiple Valued Log. Soft Comput.
Jesús Alcalá-Fdez, 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 J jnl
Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules.
Fundam. Informaticae
Jesús Alcalá-Fdez, Nicolò Flugy Papè, Andrea Bonarini, 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
2009 Misc conf
Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness.
HAIS
Nicolò Flugy Papè, Jesús Alcalá-Fdez, Andrea Bonarini, Francisco Herrera
2009 C conf
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.
IDEAL
Alberto Fernández, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, 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
KEEL: a software tool to assess evolutionary algorithms for data mining problems.
Soft Comput.
Jesús Alcalá-Fdez, Luciano Sánchez, Salvador García, María José del Jesus, Sebastián Ventura, Josep Maria Garrell i Guiu, José Otero, Cristóbal Romero, Jaume Bacardit, Víctor M. Rivas, Juan Carlos Fernández, 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
2008 J jnl
A consistency-based procedure to estimate missing pairwise preference values.
Int. J. Intell. Syst.
Sergio Alonso, Francisco Chiclana, Francisco Herrera, Enrique Herrera-Viedma, Jesús Alcalá-Fdez, Carlos Porcel
2008 J jnl
Fuzzy-genetic optimization of the parameters of a low cost system for the optical measurement of several dimensions of vehicles.
Soft Comput.
José Otero, Luciano Sánchez, Jesús Alcalá-Fdez
2008 — conf
KEEL: A data mining software tool integrating genetic fuzzy systems.
GEFS
Jesús Alcalá-Fdez, Salvador García, Francisco José Berlanga, Alberto Fernández, Luciano Sánchez, María José del Jesus, Francisco Herrera
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
Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems.
Int. J. Intell. Syst.
Jesús Alcalá-Fdez, Francisco Herrera, Francisco Alfredo Márquez, Antonio Peregrín
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 — conf
Assessing the differences in accuracy between GFSs with bootstrap tests.
EUSFLAT Conf.
Luciano Sánchez, José Otero, Jesús Alcalá-Fdez
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
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