Publicaciones en las que colabora con JOAQUÍN ABELLÁN MULERO (19)

2020

  1. Imprecise classification with non-parametric predictive inference

    Communications in Computer and Information Science

2018

  1. Credal C4.5 with refinement of parameters

    Communications in Computer and Information Science

2014

  1. Classification

    Introduction to Imprecise Probabilities (wiley), pp. 230-257

2012

  1. Determining dependence relations using a new score based on imprecise probabilities

    Intelligent Data Analysis, Vol. 16, Núm. 6, pp. 847-863

2011

  1. A memory efficient semi-Naive Bayes classifier with grouping of cases

    Intelligent Data Analysis, Vol. 15, Núm. 3, pp. 299-318

2008

  1. Measuring total uncertainty in Dempster-Shafer theory of evidence: Properties and behaviors

    Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

2007

  1. A semi-naive bayes classifier with grouping of cases

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

  2. Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks

    International Journal of Approximate Reasoning, Vol. 44, Núm. 3, pp. 261-280

2006

  1. An algorithm to compute the upper entropy for order-2 capacities

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 14, Núm. 2, pp. 141-154

  2. Disaggregated total uncertainty measure for credal sets

    International Journal of General Systems, Vol. 35, Núm. 1, pp. 29-44

  3. Some variations on the PC algorithm

    Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006

  4. Varying parameter in classification based on imprecise probabilities

    Advances in Soft Computing, Vol. 37, pp. 231-239

2005

  1. Difference of entropies as a non-specificity function on credal sets

    International Journal of General Systems, Vol. 34, Núm. 3, pp. 201-214

  2. Erratum: A non-specificity measure for convex sets of probability distributions (IJUFKS (2000) 8: 3 (357-367))

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

  3. Upper entropy of credal sets. Applications to credal classification

    International Journal of Approximate Reasoning

2003

  1. Building Classification Trees Using the Total Uncertainty Criterion

    International Journal of Intelligent Systems, Vol. 18, Núm. 12, pp. 1215-1225

  2. Maximum of entropy for credal sets

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 11, Núm. 5, pp. 587-597

2000

  1. A non-specificity measure for convex sets of probability distributions

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 8, Núm. 3, pp. 357-367

1999

  1. Completing a total uncertainty measure in the Dempster-Shafer theory

    International Journal of General Systems, Vol. 28, Núm. 4, pp. 299-314