Publicaciones (17) Publicaciones de JUAN MANUEL FERNÁNDEZ LUNA

2004

  1. A comparison of learning algorithms for Bayesian networks: A case study based on data from an emergency medical service

    Artificial Intelligence in Medicine, Vol. 30, Núm. 3, pp. 215-232

  2. Bayesian networks and information retrieval: An introduction to the special issue

    Information Processing and Management, Vol. 40, Núm. 5 SPEC. ISS., pp. 727-733

  3. Clustering terms in the Bayesian network retrieval model: A new approach with two term-layers

    Applied Soft Computing Journal, Vol. 4, Núm. 2, pp. 149-158

  4. Un estudio empírico sobre los problemas en el aprendizaje de la recursividad y su implementación con Java

    Informática educativa: nuevos retos

  5. Using context information in structured document retrieval: An approach based on influence diagrams

    Information Processing and Management, Vol. 40, Núm. 5 SPEC. ISS., pp. 829-847

2003

  1. A multi-layered Bayesian Network model for structured document retrieval

    Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

  2. An information retrieval model based on simple Bayesian networks

    International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 251-265

  3. An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests

    International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 221-235

  4. Implementing relevance feedback in the Bayesian network retrieval model

    Journal of the American Society for Information Science and Technology, Vol. 54, Núm. 4, pp. 302-313

  5. Improving the efficiency of the Bayesian network retrieval model by reducing relationships between terms

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 11, Núm. SUPPL., pp. 101-116

  6. Ranking structured documents using utility theory in the Bayesian Network Retrieval Model

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 2857, pp. 168-182

  7. The BNR model: Foundations and performance of a Bayesian network-based retrieval model

    International Journal of Approximate Reasoning

2002

  1. A layered Bayesian network model for document retrieval

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

  2. Ant colony optimization for learning Bayesian networks

    International Journal of Approximate Reasoning, Vol. 31, Núm. 3, pp. 291-311

  3. Computing probability intervals with simulated annealing and probability trees

    Journal of Applied Non-Classical Logics

  4. Local search methods for learning Bayesian networks using a modified neighborhood in the space of DAGs

    Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

2001

  1. Un modelo de recuperación de información basado en redes bayesianas

    Procesamiento del lenguaje natural, Núm. 27, pp. 131-138