A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems
Gacto, María José, Alcalá, Rafael, Herrera, Francisco
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2012)
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2012)
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Journal Article
Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation
Galende, Marta, Gacto, María José, Sainz, Gregorio, Alcalá, Rafael
Published in Information sciences (20.10.2014)
Published in Information sciences (20.10.2014)
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Journal Article
Enhancing soft computing techniques to actively address imbalanced regression problems
Arteaga, María, Gacto, María José, Galende, Marta, Alcalá-Fdez, Jesús, Alcalá, Rafael
Published in Expert systems with applications (30.12.2023)
Published in Expert systems with applications (30.12.2023)
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Journal Article
Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy
Biedma-Rdguez, Carmen, Gacto, María José, Anguita-Ruiz, Augusto, Alcalá, Rafael, Aguilera, Concepción María, Alcalá-Fdez, Jesús
Published in Fuzzy sets and systems (15.08.2023)
Published in Fuzzy sets and systems (15.08.2023)
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Journal Article
Machine learning regression algorithms for generating chemical element maps from X-ray fluorescence data of paintings
Ruiz de Miras, Juan, Gacto, María José, Blanc, María Rosario, Arroyo, Germán, López, Luis, Torres, Juan Carlos, Martín, Domingo
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
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Journal Article
Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension
Biedma-Rdguez, Carmen, Gacto, María José, Anguita-Ruiz, Augusto, Alcalá-Fdez, Jesús, Alcalá, Rafael
Published in International journal of fuzzy systems (01.10.2022)
Published in International journal of fuzzy systems (01.10.2022)
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Journal Article
Obtaining accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in high-dimensional regression problems
Gacto, Maria Jose, Galende, Marta, Alcala, Rafael, Herrera, Francisco
Published in 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2013)
Published in 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2013)
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Conference Proceeding
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
Gacto, María José, Alcalá, Rafael, Herrera, Francisco
Published in Trends in Applied Intelligent Systems
Published in Trends in Applied Intelligent Systems
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Book Chapter
Meta-Fuzzy Items for Fuzzy Association Rules
Biedma-Rdguez, Carmen, Gacto, Maria Jose, Alcala, Rafael, Alcala-Fdez, Jesus
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
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Conference Proceeding
A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning on Fuzzy Rule-Based Systems
Alcala, R., Alcala-Fdez, J., Gacto, M.J., Herrera, F.
Published in 2007 IEEE International Fuzzy Systems Conference (01.06.2007)
Published in 2007 IEEE International Fuzzy Systems Conference (01.06.2007)
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Conference Proceeding