INFORMÁTICA
Departamento
JUAN MANUEL
FERNÁNDEZ LUNA
Investigador en el periodo 2001-2003
Publicaciones en las que colabora con JUAN MANUEL FERNÁNDEZ LUNA (17)
2004
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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
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Bayesian networks and information retrieval: An introduction to the special issue
Information Processing and Management, Vol. 40, Núm. 5 SPEC. ISS., pp. 727-733
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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
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Un estudio empírico sobre los problemas en el aprendizaje de la recursividad y su implementación con Java
Informática educativa: nuevos retos
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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
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A multi-layered Bayesian Network model for structured document retrieval
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
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An information retrieval model based on simple Bayesian networks
International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 251-265
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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
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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
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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
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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
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The BNR model: Foundations and performance of a Bayesian network-based retrieval model
International Journal of Approximate Reasoning
2002
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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)
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Ant colony optimization for learning Bayesian networks
International Journal of Approximate Reasoning, Vol. 31, Núm. 3, pp. 291-311
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Computing probability intervals with simulated annealing and probability trees
Journal of Applied Non-Classical Logics
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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
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Un modelo de recuperación de información basado en redes bayesianas
Procesamiento del lenguaje natural, Núm. 27, pp. 131-138