Jose Tomas
Palma Mendez
Profesores Titulares de Universidad
Fernando
Jimenez Barrionuevo
Catedraticos de Universidad
Publicaciones en las que colabora con Fernando Jimenez Barrionuevo (16)
2024
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Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning
IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 7, pp. 9591-9605
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Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks
Swarm and Evolutionary Computation, Vol. 88
2023
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Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data
Information Sciences, Vol. 622, pp. 1064-1091
2022
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A predictive model for hospitalization and survival to COVID-19 in a retrospective population-based study
Scientific Reports, Vol. 12, Núm. 1
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Multi-objective evolutionary spatio-temporal forecasting of air pollution
Future Generation Computer Systems, Vol. 136, pp. 15-33
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Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks
IEEE Access, Vol. 10, pp. 60421-60437
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Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches
Engineering Applications of Artificial Intelligence, Vol. 107
2021
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A time series forecasting based multi-criteria methodology for air quality prediction
Applied Soft Computing, Vol. 113
2020
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Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction
Artificial Intelligence in Medicine, Vol. 104
2019
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A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening
Soft Computing, Vol. 23, Núm. 18, pp. 8775-8800
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Multiobjective Evolutionary Feature Selection for Fuzzy Classification
IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 5, pp. 1085-1099
2018
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Investigación en Inteligencia Artificial en Medicina del grupo AIKE de la Universidad de Murcia
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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Towards semi-Automatic human performance evaluation: The case study of a contact center
Intelligent Data Analysis, Vol. 22, Núm. 4, pp. 867-880
2011
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An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem
Advances in Artificial Intelligence: 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings
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An evolutionary multiobjective constrained optimisation approach for case selection: Evaluation in a medical problem
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evaluating case selection algorithms for analogical reasoning systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)