Publicacions en què col·labora amb Fernando Jimenez Barrionuevo (50)

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

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

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

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression

    IEEE Access, Vol. 9, pp. 135675-135688

2020

  1. A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy

    Artificial Intelligence in Medicine, Vol. 102

  2. 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 energy multivariate time series forecasting in smart buildings based on feature selection

    Energy and Buildings, Vol. 196, pp. 71-82

  2. 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

  3. Multiobjective Evolutionary Feature Selection for Fuzzy Classification

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

  4. Multiobjective evolutionary feature selection and fuzzy classification of contact centre data

    Expert Systems, Vol. 36, Núm. 3

  5. Predicting the Risk of Academic Dropout with Temporal Multi-Objective Optimization

    IEEE Transactions on Learning Technologies, Vol. 12, Núm. 2, pp. 225-236

2018

  1. Multi-objective evolutionary rule-based classification with categorical data

    Entropy, Vol. 20, Núm. 9

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

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

2017

  1. Finite satisfiability of interval temporal logic formulas with multi-objective metaheuristics

    Journal of Multiple-Valued Logic and Soft Computing, Vol. 28, Núm. 2-3, pp. 217-249

  2. Multi-objective evolutionary feature selection for online sales forecasting

    Neurocomputing, Vol. 234, pp. 75-92

  3. Unsupervised feature selection for interpretable classification in behavioral assessment of children

    Expert Systems, Vol. 34, Núm. 4

2015

  1. Attribute selection via multi-objective evolutionary computation applied to multi-skill contact center data classification

    Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015

2013

  1. Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms

    FOGA 2013 - Proceedings of the 12th ACM Workshop on Foundations of Genetic Algorithms

2011

  1. Attribute selection by multiobjective evolutionary computation applied to mortality from infection in severe burns patients

    HEALTHINF 2011 - Proceedings of the International Conference on Health Informatics

2010

  1. A multi-objective neuro-evolutionary algorithm to obtain interpretable fuzzy models

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)