Publicaciones en colaboración con investigadores/as de Wrocław University of Technology (24)

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

2020

  1. Special Issue SOCO 2017: New trends in soft computing and its application in industrial and environmental problems

    Neurocomputing

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. Special issue on hybrid artificial intelligence systems from the HAIS 2017 conference – Editorial

    Neurocomputing

2018

  1. Artificial Bee Colony for optimization of cloud-ready and survivable elastic optical networks

    Computer Communications, Vol. 128, pp. 35-45

  2. 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. Multimodal optimization: An effective framework for model calibration

    Information Sciences, Vol. 375, pp. 79-97

  3. 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

  2. Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

    Applied Soft Computing Journal, Vol. 38, pp. 714-726

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

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

2015

  1. On the usefulness of one-class classifier ensembles for decomposition of multi-class problems

    Pattern Recognition, Vol. 48, Núm. 12, pp. 3969-3982

  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

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

  2. Designing a compact Genetic fuzzy rule-based system for one-class classification

    IEEE International Conference on Fuzzy Systems

  3. Weighted one-class classification for different types of minority class examples in imbalanced data

    IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings

2013

  1. 8th international symposium advances in artificial intelligence and applications

    2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013