Publicaciones (15) Publicaciones en las que ha participado algún/a investigador/a

2023

  1. A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions

    Entropy, Vol. 25, Núm. 6

  2. Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers

    IEEE Access, Vol. 11, pp. 58451-58461

  3. Upgrading the Fusion of Imprecise Classifiers

    Entropy, Vol. 25, Núm. 7

2022

  1. A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference

    Applied Soft Computing, Vol. 123

  2. A new label ordering method in Classifier Chains based on imprecise probabilities

    Neurocomputing, Vol. 487, pp. 34-45

  3. Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification

    International Journal of Approximate Reasoning, Vol. 147, pp. 60-77

  4. Using extreme prior probabilities on the Naive Credal Classifier

    Knowledge-Based Systems, Vol. 237

2021

  1. A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities

    International Journal of Fuzzy Systems, Vol. 23, Núm. 7, pp. 2004-2020

  2. Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory

    Proceedings of Machine Learning Research

  3. Combination in the theory of evidence via a new measurement of the conflict between evidences

    Expert Systems with Applications, Vol. 178

  4. Credal sets representable by reachable probability intervals and belief functions

    International Journal of Approximate Reasoning, Vol. 129, pp. 84-102

  5. Required mathematical properties and behaviors of uncertainty measures on belief intervals

    International Journal of Intelligent Systems, Vol. 36, Núm. 8

  6. Uncertainty-based information measures on the approximate non-parametric predictive inference model

    International Journal of General Systems, Vol. 50, Núm. 2, pp. 159-181

  7. Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification

    Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications

  8. Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification

    Proceedings of Machine Learning Research