Publicaciones en colaboración con investigadores/as de Universidad de Jaén (22)

2021

  1. Decomposition-Fusion for Label Distribution Learning

    Information Fusion, Vol. 66, pp. 64-75

2017

  1. KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining

    International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 1238-1249

2015

  1. A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

    Knowledge-Based Systems, Vol. 81, pp. 76-97

  2. A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

    Knowledge-Based Systems, Vol. 81, pp. 98-116

  3. MRPR: A MapReduce solution for prototype reduction in big data classification

    Neurocomputing, Vol. 150, Núm. Part A, pp. 331-345

  4. SEG-SSC: A Framework Based on Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification

    IEEE Transactions on Cybernetics, Vol. 45, Núm. 4, pp. 622-634

  5. Self-labeled techniques for semi-supervised learning: Taxonomy, software and empirical study

    Knowledge and Information Systems, Vol. 42, Núm. 2, pp. 245-284

2014

  1. A combined MapReduce-windowing two-level parallel scheme for evolutionary prototype generation

    Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

  2. A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification

    Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

  3. Addressing imbalanced classification with instance generation techniques: IPADE-ID

    Neurocomputing, Vol. 126, pp. 15-28

  4. On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification

    Neurocomputing, Vol. 132, pp. 30-41

2012

  1. A co-evolutionary framework for nearest neighbor enhancement: Combining instance and feature weighting with instance selection

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

  2. A taxonomy and experimental study on prototype generation for nearest neighbor classification

    IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 42, Núm. 1, pp. 86-100

  3. Evolutionary-based selection of generalized instances for imbalanced classification

    Knowledge-Based Systems, Vol. 25, Núm. 1, pp. 3-12

  4. Integrating a differential evolution feature weighting scheme into prototype generation

    Neurocomputing, Vol. 97, pp. 332-343

  5. Integrating instance selection, instance weighting, and feature weighting for nearest neighbor classifiers by coevolutionary algorithms

    IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 42, Núm. 5, pp. 1383-1397

2011

  1. A study of the scaling up capabilities of stratified prototype generation

    Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011

  2. Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification

    Pattern Recognition, Vol. 44, Núm. 4, pp. 901-916

  3. Enhancing IPADE algorithm with a different individual codification

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

2010

  1. A preliminary study on the selection of generalized instances for imbalanced classification

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