Gracia Sánchez

39 papers A 1B 3Misc 1Journal 23Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-objective evolutionary feature selection for ensemble learning with random forests in time series forecasting.
Swarm Evol. Comput.
Raquel Espinosa, Gracia Sánchez, José Palma, Fernando Jiménez
2025 J jnl
Permutation-based multi-objective evolutionary feature selection for high-dimensional data.
CoRR
Raquel Espinosa, Gracia Sánchez, José Palma, Fernando Jiménez
2025 J jnl
Sensitivity-Constrained Evolutionary Feature Selection for Imbalanced Medical Classification: A Case Study on Rotator Cuff Tear Surgery Prediction.
Algorithms
Jose María Belmonte, Fernando Jiménez, Gracia Sánchez, Santiago Gabardo, Natalia Martínez-Catalán, Emilio Calvo, Gregorio Bernabé, José Manuel García
2022 J jnl
Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks.
IEEE Access
Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
2022 J jnl
Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches.
Eng. Appl. Artif. Intell.
Fernando Jiménez, Gracia Sánchez, José Palma, Guido Sciavicco
2021 J jnl
Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression.
IEEE Access
Fernando Jiménez, Estrella Lucena-Sánchez, Gracia Sánchez, Guido Sciavicco
2021 J jnl
Multivariate feature ranking of gene expression data.
CoRR
Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
2020 J jnl
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy.
Artif. Intell. Medicine
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
2020 J jnl
Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction.
Artif. Intell. Medicine
Fernando Jiménez, José T. Palma, Gracia Sánchez, David Marín, Francisco Palacios Ortega, M. D. Lucía López
2019 J jnl
A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening.
Soft Comput.
Fernando Jiménez, Horacio Emilio Pérez Sánchez, José T. Palma, Gracia Sánchez, Carlos Martínez
2019 J jnl
Multiobjective Evolutionary Feature Selection for Fuzzy Classification.
IEEE Trans. Fuzzy Syst.
Fernando Jiménez, Carlos Martínez, Enrico Marzano, José T. Palma, Gracia Sánchez, Guido Sciavicco
2019 J jnl
Multiobjective evolutionary feature selection and fuzzy classification of contact centre data.
Expert Syst. J. Knowl. Eng.
Andrea Brunello, Fernando Jiménez, Enrico Marzano, Angelo Montanari, Gracia Sánchez, Guido Sciavicco
2019 J jnl
Predicting the Risk of Academic Dropout With Temporal Multi-Objective Optimization.
IEEE Trans. Learn. Technol.
Fernando Jiménez, Alessia Paoletti, Gracia Sánchez, Guido Sciavicco
2018 J jnl
Multi-Objective Evolutionary Rule-Based Classification with Categorical Data.
Entropy
Fernando Jiménez, Carlos Martínez, Luis Miralles Pechuán, Gracia Sánchez, Guido Sciavicco
2018 J jnl
Towards semi-automatic human performance evaluation: The case study of a contact center.
Intell. Data Anal.
Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco
2017 J jnl
Finite Satisfiability of Interval Temporal Logic Formulas with Multi-Objective Metaheuristics.
J. Multiple Valued Log. Soft Comput.
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
2017 J jnl
Multi-objective evolutionary feature selection for online sales forecasting.
Neurocomputing
Fernando Jiménez, Gracia Sánchez, José M. García, Guido Sciavicco, Luis Miralles Pechuán
2017 J jnl
Unsupervised feature selection for interpretable classification in behavioral assessment of children.
Expert Syst. J. Knowl. Eng.
Fernando Jiménez, Rosalia Jódar, Maria del Pilar Martín, Gracia Sánchez, Guido Sciavicco
2015 — conf
Attribute Selection Via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification.
SSCI
Fernando Jiménez, Enrico Marzano, Gracia Sánchez, Guido Sciavicco, Nicola Vitacolonna
2014 J jnl
Multi-objective evolutionary algorithms for fuzzy classification in survival prediction.
Artif. Intell. Medicine
Fernando Jiménez, Gracia Sánchez, José M. Juárez
2013 J jnl
A multi-objective evolutionary approach for fuzzy optimization in production planning.
J. Intell. Fuzzy Syst.
Fernando Jiménez, Gracia Sánchez, Pandian Vasant
2013 A conf
Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms.
FOGA
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
2011 — conf
Attribute Selection by Multiobjective Evolutionary Computation Applied to Mortality from Infection in Severe Burns Patients.
HEALTHINF
A. Jara, R. Martínez, D. Vigueras, Gracia Sánchez, Fernando Jiménez
2009 — conf
A Multi-objective Neuro-evolutionary Algorithm to Obtain Interpretable Fuzzy Models.
CAEPIA
Gracia Sánchez, Fernando Jiménez, José F. Sánchez, José M. Alcaraz
2009 — conf
Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms.
IWINAC (1)
Fernando Jiménez, Gracia Sánchez, José M. Juárez, José M. Alcaraz, José F. Sánchez
2008 Misc conf
Fuzzy Classification with Multi-objective Evolutionary Algorithms.
HAIS
Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz
2007 — conf
Fuzzy Optimization with Multi-Objective Evolutionary Algorithms: a Case Study.
MCDM
Gracia Sánchez, Fernando Jiménez
2007 J jnl
Improving interpretability in approximative fuzzy models via multiobjective evolutionary algorithms.
Int. J. Intell. Syst.
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
2006 B conf
A Multi-Objective Evolutionary Approach for Fuzzy Optimization in Production Planning.
SMC
Fernando Jiménez, Gracia Sánchez, Pandian Vasant, José L. Verdegay
2006 J jnl
Multi-objective evolutionary computation and fuzzy optimization.
Int. J. Approx. Reason.
Fernando Jiménez, José Manuel Cadenas, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2004 — conf
A multi-objective evolutionary approach for nonlinear constrained optimization with fuzzy costs.
SMC (6)
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2004 — conf
Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms.
Fuzzy Days
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2003 — conf
Current issues and future directions in evolutionary fuzzy systems research.
EUSFLAT Conf.
Brian Carse, Anthony G. Pipe, Ingo Renners, Adolf Grauel, Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez, Oscar Cordón, Francisco Herrera, Fernando A. C. Gomide, Igor Walter, Antonio González Muñoz, Raúl Pérez
2003 — conf
Improving interpretability in approximative fuzzy models via multi-objective evolutionary algorithms.
EUSFLAT Conf.
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
2003 B conf
Multi-objective Evolutionary Algorithms based fuzzy optimization.
SMC
Gracia Sánchez, Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta
2003 J jnl
Solving fuzzy optimization problems by evolutionary algorithms.
Inf. Sci.
Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez
2002 — conf
A Multi-Objective Neuro-Evolutionary Algorithm for Fuzzy Modeling.
JCIS
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2002 — conf
A Pareto-Evolutionary Approach for Goal and Priority Based Multi-Objective Optimization Problems.
JCIS
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta
2002 B conf
An evolutionary algorithm for constrained multi-objective optimization.
IEEE Congress on Evolutionary Computation
Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb