Gracia Sánchez

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 15

Top Topics

Evolutionary Algorithm

Gene Expression

Feature Selection

Top Venues

Artif. Intell. Medicine

Expert Syst. J. Knowl. Eng.

Publications

Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks. IEEE Access 10 (2022)
Fernando Jiménez, Gracia Sánchez, José Palma, Guido Sciavicco
Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches. Eng. Appl. Artif. Intell. 107 (2022)
Fernando Jiménez, Estrella Lucena-Sánchez, Gracia Sánchez, Guido Sciavicco
Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression. IEEE Access 9 (2021)
Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
Multivariate feature ranking of gene expression data. CoRR (2021)
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. Artif. Intell. Medicine 102 (2020)
Fernando Jiménez, José T. Palma, Gracia Sánchez, David Marín, Francisco Palacios Ortega, M. D. Lucía López
Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction. Artif. Intell. Medicine 104 (2020)
Fernando Jiménez, Carlos Martínez, Enrico Marzano, José T. Palma, Gracia Sánchez, Guido Sciavicco
Multiobjective Evolutionary Feature Selection for Fuzzy Classification. IEEE Trans. Fuzzy Syst. 27 (5) (2019)
Andrea Brunello, Fernando Jiménez, Enrico Marzano, Angelo Montanari, Gracia Sánchez, Guido Sciavicco
Multiobjective evolutionary feature selection and fuzzy classification of contact centre data. Expert Syst. J. Knowl. Eng. 36 (3) (2019)
Fernando Jiménez, Alessia Paoletti, Gracia Sánchez, Guido Sciavicco
Predicting the Risk of Academic Dropout With Temporal Multi-Objective Optimization. IEEE Trans. Learn. Technol. 12 (2) (2019)
Fernando Jiménez, Horacio Emilio Pérez Sánchez, José T. Palma, Gracia Sánchez, Carlos Martínez
A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening. Soft Comput. 23 (18) (2019)
Fernando Jiménez, Carlos Martínez, Luis Miralles Pechuán, Gracia Sánchez, Guido Sciavicco
Multi-Objective Evolutionary Rule-Based Classification with Categorical Data. Entropy 20 (9) (2018)
Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco
Towards semi-automatic human performance evaluation: The case study of a contact center. Intell. Data Anal. 22 (4) (2018)
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
Finite Satisfiability of Interval Temporal Logic Formulas with Multi-Objective Metaheuristics. J. Multiple Valued Log. Soft Comput. 28 (2-3) (2017)
Fernando Jiménez, Gracia Sánchez, José M. García, Guido Sciavicco, Luis Miralles Pechuán
Multi-objective evolutionary feature selection for online sales forecasting. Neurocomputing 234 (2017)
Fernando Jiménez, Rosalia Jódar, Maria del Pilar Martín, Gracia Sánchez, Guido Sciavicco
Unsupervised feature selection for interpretable classification in behavioral assessment of children. Expert Syst. J. Knowl. Eng. 34 (4) (2017)
Fernando Jiménez, Enrico Marzano, Gracia Sánchez, Guido Sciavicco, Nicola Vitacolonna
Attribute Selection Via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification. SSCI (2015)
Fernando Jiménez, Gracia Sánchez, José M. Juárez
Multi-objective evolutionary algorithms for fuzzy classification in survival prediction. Artif. Intell. Medicine 60 (3) (2014)
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms. FOGA (2013)
Fernando Jiménez, Gracia Sánchez, Pandian Vasant
A multi-objective evolutionary approach for fuzzy optimization in production planning. J. Intell. Fuzzy Syst. 25 (2) (2013)
A. Jara, R. Martínez, D. Vigueras, Gracia Sánchez, Fernando Jiménez
Attribute Selection by Multiobjective Evolutionary Computation Applied to Mortality from Infection in Severe Burns Patients. HEALTHINF (2011)
Gracia Sánchez, Fernando Jiménez, José F. Sánchez, José M. Alcaraz
A Multi-objective Neuro-evolutionary Algorithm to Obtain Interpretable Fuzzy Models. CAEPIA (2009)
Fernando Jiménez, Gracia Sánchez, José M. Juárez, José M. Alcaraz, José F. Sánchez
Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms. IWINAC (1) (2009)
Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz
Fuzzy Classification with Multi-objective Evolutionary Algorithms. HAIS (2008)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
Improving interpretability in approximative fuzzy models via multiobjective evolutionary algorithms. Int. J. Intell. Syst. 22 (9) (2007)
Gracia Sánchez, Fernando Jiménez
Fuzzy Optimization with Multi-Objective Evolutionary Algorithms: a Case Study. MCDM (2007)
Fernando Jiménez, Gracia Sánchez, Pandian Vasant, José L. Verdegay
A Multi-Objective Evolutionary Approach for Fuzzy Optimization in Production Planning. SMC (2006)
Fernando Jiménez, José Manuel Cadenas, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
Multi-objective evolutionary computation and fuzzy optimization. Int. J. Approx. Reason. 43 (1) (2006)
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms. Fuzzy Days (2004)
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
A multi-objective evolutionary approach for nonlinear constrained optimization with fuzzy costs. SMC (6) (2004)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
Improving interpretability in approximative fuzzy models via multi-objective evolutionary algorithms. EUSFLAT Conf. (2003)
Gracia Sánchez, Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta
Multi-objective Evolutionary Algorithms based fuzzy optimization. SMC (2003)
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
Current issues and future directions in evolutionary fuzzy systems research. EUSFLAT Conf. (2003)
Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez
Solving fuzzy optimization problems by evolutionary algorithms. Inf. Sci. 152 (2003)
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
A Multi-Objective Neuro-Evolutionary Algorithm for Fuzzy Modeling. JCIS (2002)
Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb
An evolutionary algorithm for constrained multi-objective optimization. IEEE Congress on Evolutionary Computation (2002)
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta
A Pareto-Evolutionary Approach for Goal and Priority Based Multi-Objective Optimization Problems. JCIS (2002)