Publicaciones (164) Publicaciones de SERAFÍN MORAL CALLEJÓN

2024

  1. Desirable gambles based on pairwise comparisons

    International Journal of Approximate Reasoning, Vol. 169

2023

  1. A Deletion Algorithm for the Marginal Problem in Propositional Logic Based on Boolean Arrays

    Mathematics, Vol. 11, Núm. 12

  2. Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures

    Proceedings - 2023 IEEE 15th International Symposium on Autonomous Decentralized Systems, ISADS 2023

  3. Imprecise probabilistic models based on hierarchical intervals

    Information Sciences, Vol. 638

2022

  1. Comments on: Hybrid semiparametric Bayesian networks

    Test, Vol. 31, Núm. 2, pp. 340-343

  2. Using Value-Based Potentials for Making Approximate Inference on Probabilistic Graphical Models

    Mathematics, Vol. 10, Núm. 14

2021

  1. Computation of Kullback–Leibler divergence in Bayesian networks

    Entropy, Vol. 23, Núm. 9

  2. ISIPTA 2021: Preface

    Proceedings of Machine Learning Research

  3. Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models

    International Journal of Intelligent Systems, Vol. 36, Núm. 11, pp. 6913-6943

2020

  1. Imprecise classification with non-parametric predictive inference

    Communications in Computer and Information Science

  2. Learning sets of bayesian networks

    Communications in Computer and Information Science

  3. 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. A Bayesian approach to abrupt concept drift

    Knowledge-Based Systems, Vol. 185

  2. 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

  3. Flight Trajectory Clustering: A framework that uses Planned Route data

    Proceedings - 2019 IEEE 14th International Symposium on Autonomous Decentralized Systems, ISADS 2019

  4. Learning with imprecise probabilities as model selection and averaging

    International Journal of Approximate Reasoning, Vol. 109, pp. 111-124

2018

  1. Credal C4.5 with refinement of parameters

    Communications in Computer and Information Science

  2. Discounting Imprecise Probabilities

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 685-697

  3. Divergence measures and approximate algorithms for valuation based systems

    Communications in Computer and Information Science

  4. Virtual subconcept drift detection in discrete data using probabilistic graphical models

    Communications in Computer and Information Science