CIENCIAS DE LA COMPUTACIÓN E INTELIGENCIA ARTIFICIAL
Departamento
Antonio
Salmerón Cerdán
Publicaciones en las que colabora con Antonio Salmerón Cerdán (25)
2015
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Recent advances in probabilistic graphical models
International Journal of Intelligent Systems
2013
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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
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Learning recursive probability trees from data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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New strategies for finding multiplicative decompositions of probability trees
Applied Mathematics and Computation, Vol. 225, pp. 573-589
2012
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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
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Learning recursive probability trees from probabilistic potentials
International Journal of Approximate Reasoning
2010
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Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning
COMBINING SOFT COMPUTING AND STATISTICAL METHODS IN DATA ANALYSIS
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Fast factorization of probability trees and its application to recursive trees learning
Advances in Intelligent and Soft Computing
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Learning recursive probability trees from probabilistic potentials
Proceedings of the 5th European Workshop on Probabilistic Graphical Models, PGM 2010
2006
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Dynamic importance sampling in Bayesian networks based on probability trees
Quality control and applied statistics, Vol. 51, Núm. 4, pp. 389-392
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Estimating mixtures of truncated exponentials in hybrid Bayesian networks
Test, Vol. 15, Núm. 2, pp. 397-421
2005
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Approximate factorisation of probability trees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Dynamic importance sampling in Bayesian networks based on probability trees
International Journal of Approximate Reasoning
2003
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Approximating conditional MTE distributions by means of mixed trees
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
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Dynamic importance sampling computation in Bayesian networks
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
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Novel strategies to approximate probability trees in Penniless propagation
International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 193-203
2002
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Lazy Evaluation in Penniless Propagation over Join Trees
Networks, Vol. 39, Núm. 4, pp. 175-185
2001
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Importance sampling in Bayesian networks using antithetic variables
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
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Mixtures of truncated exponentials in hybrid Bayesian networks
Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
2000
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Importance sampling in Bayesian networks using probability trees
Computational Statistics and Data Analysis, Vol. 34, Núm. 4, pp. 387-413