Approximate Probability Propagation with Mixtures of Truncated Exponentials*

Approximate Probability Propagation with Mixtures of Truncated Exponentials*

Mixtures of truncated exponentials (MTEs) are a powerful alternative to discretisation when working with hybrid Bayesian networks. One of the features of the MTE model is that standard propagation algorithms can be used. However, the complexity of the process is too high and therefore approximate me...

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Manylion Llyfryddiaeth
Prif Awduron: Rumí, Rafael, Salmerón Cerdán, Antonio
Fformat: info:eu-repo/semantics/article
Iaith:English
Cyhoeddwyd: 2017
Pynciau:
Hybrid Bayesian networks
Mixtures of truncated exponentials
Continuous variables
Probability propagation
Penniless propagation
MCMC
Mynediad Ar-lein:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007

Rhyngrwyd

http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007

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