Publications by the researcher in collaboration with J.B. Krawczyk (6)

2019

  1. Instance reduction for one-class classification

    Knowledge and Information Systems, Vol. 59, Núm. 3, pp. 601-628

  2. Monotonic classification: An overview on algorithms, performance measures and data sets

    Neurocomputing, Vol. 341, pp. 168-182

2017

  1. A survey on data preprocessing for data stream mining: Current status and future directions

    Neurocomputing, Vol. 239, pp. 39-57

  2. Nearest neighbor classification for high-speed big data streams using spark

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 47, Núm. 10, pp. 2727-2739

2016

  1. Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data

    Knowledge-Based Systems, Vol. 106, pp. 251-263

2014

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

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