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2020 – today
- 2025
[i2]Raquel Espinosa, Gracia Sánchez, José Palma, Fernando Jiménez:
Permutation-based multi-objective evolutionary feature selection for high-dimensional data. CoRR abs/2501.14310 (2025)- 2022
- [j19]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: 60421-60437 (2022) - [j18]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: 104531 (2022) - 2021
- [j17]Fernando Jiménez, Estrella Lucena-Sánchez, Gracia Sánchez, Guido Sciavicco:
Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression. IEEE Access 9: 135675-135688 (2021) - [i1]Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía:
Multivariate feature ranking of gene expression data. CoRR abs/2111.02357 (2021) - 2020
- [j16]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: 101751 (2020) - [j15]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: 101818 (2020)
2010 – 2019
- 2019
- [j14]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) - [j13]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): 8775-8800 (2019) - [j12]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): 1085-1099 (2019) - [j11]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): 225-236 (2019) - 2018
- [j10]Fernando Jiménez, Carlos Martínez, Luis Miralles Pechuán, Gracia Sánchez, Guido Sciavicco:
Multi-Objective Evolutionary Rule-Based Classification with Categorical Data. Entropy 20(9): 684 (2018) - [j9]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): 867-880 (2018) - 2017
- [j8]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) - [j7]Fernando Jiménez, Gracia Sánchez, José M. García, Guido Sciavicco, Luis Miralles Pechuán:
Multi-objective evolutionary feature selection for online sales forecasting. Neurocomputing 234: 75-92 (2017) - [j6]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): 217-249 (2017) - 2015
- [c16]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: 488-495 - 2014
- [j5]Fernando Jiménez, Gracia Sánchez, José M. Juárez:
Multi-objective evolutionary algorithms for fuzzy classification in survival prediction. Artif. Intell. Medicine 60(3): 197-219 (2014) - 2013
- [j4]Fernando Jiménez, Gracia Sánchez, Pandian Vasant:
A multi-objective evolutionary approach for fuzzy optimization in production planning. J. Intell. Fuzzy Syst. 25(2): 441-455 (2013) - [c15]Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco:
Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms. FOGA 2013: 25-36 - 2011
- [c14]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: 467-471
2000 – 2009
- 2009
- [c13]Gracia Sánchez, Fernando Jiménez, José F. Sánchez, José M. Alcaraz:
A Multi-objective Neuro-evolutionary Algorithm to Obtain Interpretable Fuzzy Models. CAEPIA 2009: 51-60 - [c12]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: 447-456 - 2008
- [c11]Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz:
Fuzzy Classification with Multi-objective Evolutionary Algorithms. HAIS 2008: 730-738 - 2007
- [j3]Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez:
Improving interpretability in approximative fuzzy models via multiobjective evolutionary algorithms. Int. J. Intell. Syst. 22(9): 943-969 (2007) - [c10]Gracia Sánchez, Fernando Jiménez:
Fuzzy Optimization with Multi-Objective Evolutionary Algorithms: a Case Study. MCDM 2007: 58-64 - 2006
- [j2]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): 59-75 (2006) - [c9]Fernando Jiménez, Gracia Sánchez, Pandian Vasant, José L. Verdegay:
A Multi-Objective Evolutionary Approach for Fuzzy Optimization in Production Planning. SMC 2006: 3120-3125 - 2004
- [c8]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: 713-722 - [c7]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: 5771-5776 - 2003
- [j1]Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez:
Solving fuzzy optimization problems by evolutionary algorithms. Inf. Sci. 152: 303-311 (2003) - [c6]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: 81-87 - [c5]Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez:
Improving interpretability in approximative fuzzy models via multi-objective evolutionary algorithms. EUSFLAT Conf. 2003: 94-99 - [c4]Gracia Sánchez, Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta:
Multi-objective Evolutionary Algorithms based fuzzy optimization. SMC 2003: 1-7 - 2002
- [c3]Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb:
An evolutionary algorithm for constrained multi-objective optimization. IEEE Congress on Evolutionary Computation 2002: 1133-1138 - [c2]Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta:
A Pareto-Evolutionary Approach for Goal and Priority Based Multi-Objective Optimization Problems. JCIS 2002: 590-593 - [c1]Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay:
A Multi-Objective Neuro-Evolutionary Algorithm for Fuzzy Modeling. JCIS 2002: 1423-1426
Coauthor Index
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