Publicaciones en las que colabora con FRANCISCO JAVIER GARCÍA CASTELLANO (20)

2020

  1. Bagging of credal decision trees for imprecise classification

    Expert Systems with Applications, Vol. 141

  2. Imprecise classification with non-parametric predictive inference

    Communications in Computer and Information Science

  3. Non-parametric predictive inference for solving multi-label classification

    Applied Soft Computing Journal, Vol. 88

  4. On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 28, Núm. 4, pp. 661-682

2018

  1. AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator

    Expert Systems with Applications, Vol. 92, pp. 363-379

  2. Credal C4.5 with refinement of parameters

    Communications in Computer and Information Science

  3. Increasing diversity in random forest learning algorithm via imprecise probabilities

    Expert Systems with Applications, Vol. 97, pp. 228-243

  4. Using Credal-C4.5 with Binary Relevance for Multi-Label Classification

    Journal of Intelligent and Fuzzy Systems

2016

  1. Analysis of Credal-C4.5 for classification in noisy domains

    Expert Systems with Applications, Vol. 61, pp. 314-326

2014

  1. Using imprecise probabilities to extract decision rules via decision trees for analysis of traffic accidents

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