Publications in collaboration with researchers from Wrocław University of Technology (7)

2018

  1. Multi-class imbalanced data oversampling for vertebral column pathologies classification

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

2016

  1. Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets

    Pattern Recognition, Vol. 57, pp. 164-178

  2. INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control

    Information Fusion, Vol. 27, pp. 19-32

  3. On the Influence of Class Noise in Medical Data Classification: Treatment Using Noise Filtering Methods

    Applied Artificial Intelligence, Vol. 30, Núm. 6, pp. 590-609

  4. Tackling label noise with multi-class decomposition using fuzzy one-class support vector machines

    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

2015

  1. SRCS: Statistical ranking color scheme for visualizing parameterized multiple pairwise comparisons with R

    R Journal, Vol. 7, Núm. 2, pp. 89-104

  2. Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems

    Knowledge-Based Systems, Vol. 90, pp. 153-164