Fernando Jimenez

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Gracia Sánchez CarpenaProfesor de Informática, Universidad de MurciaVerified email at um.es
Antonio SkarmetaUniversidad de MurciaVerified email at um.es
José Luis Verdegay (ORCID: 0000-00...Professor Emeritus. University of GranadaVerified email at ugr.es
Guido SciaviccoUniversitá di FerraraVerified email at unife.it
Jose PalmaUniversidad de MurciaVerified email at um.es
Luis Miralles-PechuánGrange Gorman. Technological University DublinVerified email at tudublin.ie
Jose M. JuarezUniversity of MurciaVerified email at um.es
Hans RoubosSenior Science Fellow Bioinformatics & ModelingVerified email at dsm.com
Robert BabuskaProfessor, Delft University of Technology, Czech Technical University PragueVerified email at tudelft.nl
Jesús Ibáñez MartínezEMAiD (School of Art and Design)Verified email at emaid.cat
Jose M. GarciaProfessor of Computer EngineeringVerified email at um.es
Juan A. BotíaProfessor, Universidad de MurciaVerified email at um.es
Humberto Martinez BarberaProfesor Titular, Universidad de MurciaVerified email at um.es
Kalyanmoy DebUniversity Distinguished Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
Javier G. Marin-BlazquezUniversidad de MurciaVerified email at um.es
Andrea BrunelloUniversità degli Studi di UdineVerified email at uniud.it
Horacio Pérez-SánchezPrincipal Investigator BIO-HPC Research Group, Universidad Católica de Murcia (UCAM)Verified email at ucam.edu
Antonio MoralesComputer Science Researcher, Faculty of Computer Science, University of MurciaVerified email at um.es
Davide BresolinUniversità di PadovaVerified email at unipd.it
Gregorio Martinez PerezFull Professor of Computer Science, University of Murcia, SpainVerified email at um.es

Fernando Jimenez

Professor of Computer Science and Artificial Intelligence, University of Murcia (Spain)

Verified email at um.es - Homepage

Evolutionary Algorithms Multi-objective Optimization Machine Learning Feature Selection Fuzzy


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Solving fuzzy solid transportation problems by an evolutionary algorithm based parametric approach F Jiménez, JL Verdegay European journal of operational research 117 (3), 485-510, 1999	202	1999
Uncertain solid transportation problems F Jiménez, JL Verdegay Fuzzy sets and systems 100 (1-3), 45-57, 1998	197	1998
Multi-objective evolutionary feature selection for online sales forecasting F Jiménez, G Sánchez, JM García, G Sciavicco, L Miralles NeuroComputing 234, 75-92, 2017	152	2017
A methodology for energy multivariate time series forecasting in smart buildings based on feature selection A González-Vidal, F Jiménez, AF Gómez-Skarmeta Energy and Buildings 196, 71-82, 2019	143	2019
An evolutionary algorithm for constrained multi-objective optimization F Jimenez, AF Gómez-Skarmeta, G Sánchez, K Deb Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	123	2002
Multi-objective evolutionary algorithms for fuzzy classification in survival prediction F Jiménez, G Sánchez, JM Juárez Artificial intelligence in medicine 60 (3), 197-219, 2014	102	2014
Evolutionary techniques for constrained optimization problems F Jiménez, JL Verdegay 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99)., 1999	94	1999
Multiobjective evolutionary feature selection for fuzzy classification F Jiménez, C Martínez, E Marzano, JT Palma, G Sánchez, G Sciavicco IEEE Transactions on Fuzzy Systems 27 (5), 1085-1099, 2019	81	2019
Fuzzy modeling with hybrid systems AF Gómez-Skarmeta, F Jiménez Fuzzy Sets and Systems 104 (2), 199-208, 1999	81	1999
A time series forecasting based multi-criteria methodology for air quality prediction R Espinosa, J Palma, F Jiménez, J Kamińska, G Sciavicco, ... Applied Soft Computing 113, Part A, 107850, 2021	74	2021
Multi-objective evolutionary computation and fuzzy optimization F Jiménez, JM Cadenas, G Sánchez, AF Gómez-Skarmeta, JL Verdegay International journal of approximate reasoning 43 (1), 59-75, 2006	68	2006
Accurate, transparent, and compact fuzzy models for function approximation and dynamic modeling through multi-objective evolutionary optimization F Jiménez1, AF Gómez-Skarmeta, H Roubos, R Babuška Evolutionary Multi-Criterion Optimization: First International Conference …, 2001	52	2001
Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction F Jiménez, J Palma, G Sánchez, D Marín, F Palacios, L López Artificial Intelligence in Medicine 104, 101818, 2020	48	2020
Evolutionary techniques for constrained multiobjective optimization problems F Jiménez, JL Verdegay Proc. of the 1999 Genetic and Evolutionary Computation Conference (GECCO'99 …, 1999	47	1999
A methodology based on Deep Learning for advert value calculation in CPM, CPC and CPA networks L Miralles-Pechuán, D Rosso, F Jiménez, JM Garcia Soft Computing 21 (3), 651-665, 2017	46	2017
Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data R Espinosa, F Jiménez, J Palma Information Sciences, 2023	44	2023
Pareto-optimality in fuzzy modeling AF Gómez-Skarmeta, F Jiménez, J Ibánez Proceedings of the 6th European Congress on intelligent techniques and soft …, 1998	43	1998
Approximative fuzzy rules approaches for classification with hybrid-GA techniques AF Gómez-Skarmeta, M Valdés, F Jiménez, JG Marı́n-Blázquez Information Sciences 136 (1-4), 193-214, 2001	39	2001
Constrained multiobjective optimization by evolutionary algorithms F Jiménez, JL Verdegay International Symposium on Engineering of Intelligent Systems (EIS’98), 266-271, 1998	39	1998
Solving fuzzy optimization problems by evolutionary algorithms F Jiménez, JM Cadenas, JL Verdegay, G Sánchez Information Sciences 152, 303-311, 2003	37	2003

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