Publicaciones en colaboración con investigadores/as de Wrocław University of Technology (8)

2022

  1. Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams

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

2021

  1. How to design the fair experimental classifier evaluation

    Applied Soft Computing, Vol. 104

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