Publicaciones en las que colabora con José Miguel Puerta Callejón (15)

2012

  1. One iteration CHC algorithm for learning Bayesian networks: An effective and efficient algorithm for high dimensional problems

    Progress in Artificial Intelligence, Vol. 1, Núm. 4, pp. 329-346

2011

  1. Learning Bayesian networks by hill climbing: Efficient methods based on progressive restriction of the neighborhood

    Data Mining and Knowledge Discovery, Vol. 22, Núm. 1-2, pp. 106-148

2009

  1. Avoiding premature convergence in estimation of distribution algorithms

    2009 IEEE Congress on Evolutionary Computation, CEC 2009

2008

  1. Improved EDNA (Estimation of Dependency Networks Algorithm) using combining function with bivariate probability distributions

    GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

  2. Robust classification using mixtures of dependency networks

    Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008

  3. Towards consistency in general dependency networks

    Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008

2007

  1. A fast hill-climbing algorithm for Bayesian networks structure learning

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

  2. Aprendizaje automático de clasificadores basados en redes de dependencia mediante búsqueda heurística

    Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados

  3. EDNA: Estimation of dependency networks algorithm

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

  4. Improving revisitation browsers capability by using a dynamic bookmarks personal toolbar

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

  5. Initial breeding value prediction on Manchego sheep by using rule-based systems

    Expert Systems with Applications, Vol. 33, Núm. 1, pp. 96-109

  6. Learning Bayesian classifiers from dependency network classifiers

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

2006

  1. Dependency networks based classifiers: Learning models by using independence tests.

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

  2. Selección genética para la mejora de la raza ovina manchega mediante técnicas de mineria de datos

    Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial, Vol. 10, Núm. 29, pp. 69-77

2005

  1. Selección genética para la mejora de la raza ovina manchega mediante técnicas de Minería de Datos

    Actas del III Taller Nacional de Minería de Datos y Aprendizaje (Thomson-Paraninfo), pp. 223-232