Publicaciones en colaboración con investigadores/as de Universidad de Almería (11)

2018

  1. A linear programming based approach for evaluating interval-valued influence diagrams

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

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

    Communications in Computer and Information Science

2013

  1. Inference in Bayesian networks with recursive probability trees: Data structure definition and operations

    International Journal of Intelligent Systems, Vol. 28, Núm. 7, pp. 623-647

  2. Learning recursive probability trees from data

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

2012

  1. Fast factorisation of probabilistic potentials and its application to approximate inference in bayesian networks

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 20, Núm. 2, pp. 223-243

  2. Learning recursive probability trees from probabilistic potentials

    International Journal of Approximate Reasoning

2010

  1. Fast factorization of probability trees and its application to recursive trees learning

    Advances in Intelligent and Soft Computing

  2. Learning recursive probability trees from probabilistic potentials

    Proceedings of the 5th European Workshop on Probabilistic Graphical Models, PGM 2010

2003

  1. Novel strategies to approximate probability trees in Penniless propagation

    International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 193-203

2002

  1. Lazy Evaluation in Penniless Propagation over Join Trees

    Networks, Vol. 39, Núm. 4, pp. 175-185

2000

  1. Importance sampling in Bayesian networks using probability trees

    Computational Statistics and Data Analysis, Vol. 34, Núm. 4, pp. 387-413