Publicaciones en las que colabora con SERAFÍN MORAL CALLEJÓN (24)

2020

  1. Imprecise classification with non-parametric predictive inference

    Communications in Computer and Information Science

  2. MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 28, Núm. 5, pp. 785-805

2019

  1. Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions

    Statistical Applications in Genetics and Molecular Biology, Vol. 18, Núm. 3

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

  2. Bayesian networks classifiers for gene-expression data

    International Conference on Intelligent Systems Design and Applications, ISDA

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. Methods to determine the branching attribute in Bayesian multinets classifiers

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

  4. Selective gaussian naïve bayes model for Diffuse Large-B-Cell Lymphoma classification: Some improvements in preprocessing and variable elimination

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

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

    International Journal of Approximate Reasoning