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María José Gacto Colorado

Universidad de Granada

Publicaciones

Painting authentication using CNNs and sliding window feature extraction

Frontiers in Artificial Intelligence

  • 2026
  • journal-article
A Comparative Analysis of Machine Learning Methods for Display Characterization
AUTHORS: Khleef Khalaf M. Almutairi; Samuel Morillas; Pedro Latorre-Carmona; Makan Dansoko; María José Gacto

Displays

  • 2024
  • journal-article
Machine learning regression algorithms for generating chemical element maps from X-ray fluorescence data of paintings
AUTHORS: Juan Ruiz de Miras; María José Gacto; María Rosario Blanc; Germán Arroyo; Luis López; Juan Carlos Torres; Domingo Martín

Chemometrics and Intelligent Laboratory Systems

  • 2024
  • journal-article
Prediction of Continuous Targets by Explainable Imbalanced Regression from Omics Data in Childhood Obesity
AUTHORS: Arteaga, María; Torres-Martos, Álvaro; Anguita-Ruiz, Augusto; Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José

EXPLIMED 2024 - Proceedings of the 1st Workshop on Explainable Artificial Intelligence for the Medical Domain, co-located with 27th European Conference on Artificial Intelligence, ECAI 2024. CEUR Workshop Proceedings

  • 2024
  • conference-paper
Enhancing soft computing techniques to actively address imbalanced regression problems
AUTHORS: María Arteaga; María José Gacto; Marta Galende; Jesús Alcalá-Fdez; Rafael Alcalá

Expert Systems with Applications

  • 2023
  • journal-article
Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy
AUTHORS: Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Rafael Alcalá; Concepción María Aguilera; Jesús Alcalá-Fdez

Fuzzy Sets and Systems

  • 2023
  • journal-article
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity
AUTHORS: Mireia Bustos-Aibar; Concepción M. Aguilera; Jesús Alcalá-Fdez; Francisco J. Ruiz-Ojeda; Julio Plaza-Díaz; Abel Plaza-Florido; Inés Tofe; Mercedes Gil-Campos; María J. Gacto; Augusto Anguita-Ruiz

Computers in Biology and Medicine

  • 2023
  • journal-article
Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension
AUTHORS: Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Jesús Alcalá-Fdez; Rafael Alcalá

International Journal of Fuzzy Systems

  • 2022
  • journal-article
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
AUTHORS: María Martínez-Rojas; María José Gacto; Autilia Vitiello; Giovanni Acampora; Jose Manuel Soto-Hidalgo

Sensors

  • 2021
  • journal-article
Temporal association rule mining: An overview considering the time variable as an integral or implied component

WIREs Data Mining and Knowledge Discovery

  • 2020
  • journal-article
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems

IEEE Access

  • 2019
  • journal-article
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

  • 2018
  • 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
AUTHORS: Galende, Marta; Jose Gacto, Maria; Sainz, Gregorio; Alcala, Rafael

Information Sciences

  • 2014
  • journal-article
METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems
AUTHORS: Gacto, M. J.; Galende, M.; Alcala, R.; Herrera, F.

Information Sciences

  • 2014
  • journal-article
Obtaining Accurate TSK Fuzzy Rule-Based Systems by Multi-Objective Evolutionary Learning in High-Dimensional Regression Problems
AUTHORS: Jose Gacto, Maria; Galende, Marta; Alcala, Rafael; Herrera, Francisco; Ieee,

2013 Ieee International Conference on Fuzzy Systems (Fuzz - Ieee 2013)

  • 2013
  • journal-article
A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems
AUTHORS: Alcala, Rafael; Herrera, Francisco; Jose Gacto, Maria

Applied Intelligence

  • 2012
  • journal-article
Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems
AUTHORS: Chavez, F.; Fernandez, F.; Gacto, M. J.; Alcala, R.

International Journal of Computational Intelligence Systems

  • 2012
  • journal-article
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD

International Journal of Computational Intelligence Systems

  • 2012
  • journal-article
Mining fuzzy association rules from low-quality data
AUTHORS: Palacios, A. M.; Gacto, M. J.; Alcala-Fdez, J.

Soft Computing

  • 2012
  • journal-article
A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems
AUTHORS: Alcala, Rafael; Herrera, Francisco; Jose Gacto, Maria

Ieee Transactions on Fuzzy Systems

  • 2011
  • journal-article
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures
AUTHORS: Alcala, R.; Gacto, M. J.; Herrera, F.

Information Sciences

  • 2011
  • journal-article
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
AUTHORS: Jose Gacto, Maria; Alcala, Rafael; Herrera, Francisco; GarciaPedrajas, N; Herrera, F; Fyfe, C; Benitez, JM; Ali, M

Trends in Applied Intelligent Systems, Pt Ii, Proceedings

  • 2010
  • journal-article
Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems
AUTHORS: Alcala, R; Gacto, MJ; Herrera, F

Ieee Transactions on Fuzzy Systems

  • 2010
  • journal-article
A Multi-objective Evolutionary Algorithm for Tuning Fuzzy Rule-Based Systems with Measures for Preserving Interpretability
AUTHORS: Gacto, M. J.; Alcala, R.; Herrera, F.; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

  • 2009
  • journal-article
Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems
AUTHORS: Alcala, R; Gacto, MJ; Herrera, F

Soft Computing

  • 2009
  • journal-article
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm
AUTHORS: Jose Gacto, Maria; Alcala, Rafael; Herrera, Francisco; IEEE

2009 9th International Conference on Intelligent Systems Design and Applications

  • 2009
  • journal-article
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Applied Intelligence

  • 2009
  • journal-article
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms
AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Fuzzy Sets and Systems

  • 2009
  • journal-article
A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems
AUTHORS: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco; IEEE

2007 Ieee International Conference on Fuzzy Systems, Vols 1-4

  • 2007
  • journal-article
A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems
AUTHORS: Alcala, R.; Gacto, M. J.; Herrera, F.; Alcala-Fdez, J.

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

  • 2007
  • journal-article
Genetic learning of membership functions for mining fuzzy association rules
AUTHORS: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, M. J.; Herrera, Francisco; IEEE

2007 Ieee International Conference on Fuzzy Systems, Vols 1-4

  • 2007
  • journal-article
Rule base reduction and genetic tuning of fuzzy systems based on the linguistic 3-tuples representation
AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Soft Computing

  • 2007
  • journal-article
A genetic-programming-based approach for the learning of compact fuzzy rule-based classification systems
AUTHORS: Berlanga, F. J.; del Jesus, M. J.; Gacto, M. J.; Herrera, F.; Rutkowski, L; Tadeusiewicz, R; Zadeh, LA; Zurada, J

Artificial Intelligence and Soft Computing - Icaisc 2006, Proceedings

  • 2006
  • journal-article
Fuzzy rule reduction and tuning of fuzzy logic controllers for a HVAC system
AUTHORS: Alcala, R.; Alcala-Fdez, J.; Gacto, M. J.; Herrera, F.; Kahraman, C

Fuzzy Applications in Industrial Engineering

  • 2006
  • journal-article
Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems
AUTHORS: Alcala, R.; Alcala-Fdez, J.; Berlanga, F. J.; Gacto, M. J.; Herrera, F.; Ali, M; Dapoigny, R

Advances in Applied Articial Intelligence, Proceedings

  • 2006
  • book-chapter
Improving fuzzy rule-based decision models by means of a genetic 2-tuples based tuning and the rule selection
AUTHORS: Alcala, R; Alcala-Fdez, J; Berlanga, FJ; Gacto, MJ; Herrera, F; Torra, V; Narukawa, Y; Valls, A; DomingoFerrer, J

Modeling Decisions For Artificial Intelligence

  • 2006
  • book-chapter
Contacto
mjgacto@ugr.es
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