Publicaciones en las que colabora con Chris Cornelis (19)

2015

  1. Evolutionary undersampling for imbalanced big data classification

    2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings

  2. IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification

    IEEE Transactions on Fuzzy Systems, Vol. 23, Núm. 5, pp. 1622-1637

2013

  1. FRPS: A Fuzzy Rough Prototype Selection method

    Pattern Recognition, Vol. 46, Núm. 10, pp. 2770-2782

  2. OWA-FRPS: A prototype selection method based on ordered weighted average fuzzy rough set theory

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

  3. On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

    Soft Computing, Vol. 17, Núm. 2, pp. 223-238

2012

  1. Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

    Information Sciences, Vol. 186, Núm. 1, pp. 73-92

  2. Improving SMOTE with fuzzy rough prototype selection to detect noise in imbalanced classification data

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

  3. SMOTE-FRST: A new resampling method using fuzzy rough set theory

    World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.

2011

  1. A preliminary study on the use of fuzzy rough set based feature selection for improving evolutionary instance selection algorithms

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