Publications in collaboration with researchers from Aalto University (10)

2014

  1. Fast feature selection in a GPU cluster using the delta test

    Entropy, Vol. 16, Núm. 2, pp. 854-869

2013

  1. Data preprocessing and model design for medicine problems

    Computational and Mathematical Methods in Medicine

2012

  1. Evolutive approaches for variable selection using a non-parametric noise estimator

    Studies in Computational Intelligence, Vol. 415, pp. 243-266

2011

  1. Variable selection in a GPU cluster using delta test

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

2010

  1. New method for instance or prototype selection using mutual information in time series prediction

    Neurocomputing, Vol. 73, Núm. 10-12, pp. 2030-2038

2009

  1. Applying mutual information for prototype or instance selection in regression problems

    ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

  2. Efficient parallel feature selection for steganography problems

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

  3. Mutual information based initialization of forward-backward search for feature selection in regression problems

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

2008

  1. Minimising the delta test for variable selection in regression problems

    International Journal of High Performance Systems Architecture, Vol. 1, Núm. 4, pp. 269-281

  2. Optimal pruned K-nearest neighbors: OP-KNN - Application to financial modeling

    Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008