Publicaciones (35) Publicaciones de Gracia Sanchez Carpena

2022

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

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

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

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. Association between coffee consumption and total dietary caffeine intake with cognitive functioning: cross-sectional assessment in an elderly Mediterranean population

    European Journal of Nutrition, Vol. 60, Núm. 5, pp. 2381-2396

  2. 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 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

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

    Expert Systems, Vol. 36, Núm. 3

  4. 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)

  2. Adaptación completa al EEES del primer curso de la Ingeniería Informática

    Experiencias de innovación educativa en la Universidad de Murcia (2009) (Servicio de Publicaciones de la Universidad de Murcia), pp. 339-352