TRATAMIENTO DE INCERTIDUMBRE EN SISTEMAS INTELIGENTES
UTAI
Universidad de Almería
Almería, EspañaPublicaciones en colaboración con investigadores/as de Universidad de Almería (24)
2018
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A linear programming based approach for evaluating interval-valued influence diagrams
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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Virtual subconcept drift detection in discrete data using probabilistic graphical models
Communications in Computer and Information Science
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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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
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Qualitative combination of Bayesian networks
International Journal of Intelligent Systems, Vol. 18, Núm. 2, pp. 237-249
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)