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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Bibliographic Details
Main Authors: Rumí, Rafael, Salmerón Cerdán, Antonio
Format: info:eu-repo/semantics/article
Language:English
Published: 2017
Subjects:
Hybrid Bayesian networks
Mixtures of truncated exponentials
Continuous variables
Probability propagation
Penniless propagation
MCMC
Online Access:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007

Internet

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

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