Publicacións nas que colabora con Fernando Jimenez Barrionuevo (16)

2024

  1. 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

  2. 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

  1. 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

  1. A predictive model for hospitalization and survival to COVID-19 in a retrospective population-based study

    Scientific Reports, Vol. 12, Núm. 1

  2. Multi-objective evolutionary spatio-temporal forecasting of air pollution

    Future Generation Computer Systems, Vol. 136, pp. 15-33

  3. Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks

    IEEE Access, Vol. 10, pp. 60421-60437

  4. Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. A time series forecasting based multi-criteria methodology for air quality prediction

    Applied Soft Computing, Vol. 113

2020

  1. Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction

    Artificial Intelligence in Medicine, Vol. 104

2019

  1. 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

  2. Multiobjective Evolutionary Feature Selection for Fuzzy Classification

    IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 5, pp. 1085-1099

2018

  1. 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

  2. Towards semi-Automatic human performance evaluation: The case study of a contact center

    Intelligent Data Analysis, Vol. 22, Núm. 4, pp. 867-880

2011

  1. 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

  2. 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)

  3. 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)