Publicaciones en colaboración con investigadores/as de Virginia Commonwealth University (7)

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

  3. Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation

    Expert Systems with Applications, Vol. 118, pp. 315-328

2018

  1. Dynamic ensemble selection for multi-class classification with one-class classifiers

    Pattern Recognition, Vol. 83, pp. 34-51

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

2014

  1. Feature selection based on sampling and C4.5 algorithm to improve the quality of text classification using naïve bayes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8856, pp. 80-91