LUIS MIGUEL
CAMPOS IBÁÑEZ
CATEDRÁTICO DE UNIVERSIDAD
Universidad de Castilla-La Mancha
Ciudad Real, EspañaUniversidad de Castilla-La Mancha-ko ikertzaileekin lankidetzan egindako argitalpenak (11)
2003
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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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Partial abductive inference in Bayesian networks by using probability trees
ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems
2002
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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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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)
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Partial abductive inference in Bayesian belief networks - An evolutionary computation approach by using problem-specific genetic operators
IEEE Transactions on Evolutionary Computation, Vol. 6, Núm. 2, pp. 105-131
2001
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Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption
International Journal of Approximate Reasoning, Vol. 27, Núm. 2, pp. 121-142
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Partial abductive inference in Bayesian belief networks by simulated annealing
International Journal of Approximate Reasoning, Vol. 27, Núm. 3, pp. 263-283
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Simplifying explanations in Bayesian belief networks
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 9, Núm. 4, pp. 461-489
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Stochastic local algorithms for learning belief networks: Searching in the space of the orderings
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
1999
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Partial abductive inference in Bayesian belief networks using a genetic algorithm
Pattern Recognition Letters, Vol. 20, Núm. 11-13, pp. 1211-1217
1997
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Un método exacto para realizar abducción parcial en redes Bayesianas
CAEPIA'97: actas