Publicaciones (47) Publicaciones de CARLOS JAVIER MANTAS RUIZ

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

    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III

  3. Credal C4.5 with refinement of parameters

    Communications in Computer and Information Science

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

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

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

    Journal of Intelligent and Fuzzy Systems