Publikationen in Zusammenarbeit mit Forschern von Universidad Pública de Navarra (5)

2016

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

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

2014

  1. Analyzing the presence of noise in multi-class problems: Alleviating its influence with the One-vs-One decomposition

    Knowledge and Information Systems, Vol. 38, Núm. 1, pp. 179-206

2013

  1. An experimental case of study on the behavior of multiple classifier systems with class noise datasets

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

  2. Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness

    Information Sciences, Vol. 247, pp. 1-20

2012

  1. A first study on decomposition strategies with data with class noise using decision trees

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