María José Gacto

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 9

Top Topics

Regression Problems

Top Venues

WIREs Data Mining Knowl. Discov.

Int. J. Fuzzy Syst.

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)
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
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity. Comput. Biol. Medicine 163 (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)
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)
Carmen Biedma-Rdguez, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez
Meta-Fuzzy Items for Fuzzy Association Rules. FUZZ-IEEE (2021)
María Martínez-Rojas, María José Gacto, Autilia Vitiello, Giovanni Acampora, José Manuel Soto-Hidalgo
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. Sensors 21 (19) (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)
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)
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)
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)
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)
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)
Ana M. Palacios, María José Gacto, Jesús Alcalá-Fdez
Mining fuzzy association rules from low-quality data. Soft Comput. 16 (5) (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)
Cristóbal J. Carmona, Pedro González, María José Gacto, María José del Jesus
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD. Int. J. Comput. Intell. Syst. 5 (2) (2012)
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)
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)
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)
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)
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, 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)
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)
María José Gacto, Rafael Alcalá, Francisco Herrera
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm. ISDA (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, 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)
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, María José Gacto, Francisco Herrera
Genetic Learning of Membership Functions for Mining Fuzzy Association Rules. FUZZ-IEEE (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, 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)
Francisco José Berlanga, María José del Jesus, María José Gacto, Francisco Herrera
A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems. ICAISC (2006)