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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Détails bibliographiques
Auteurs principaux: Rumí, Rafael, Salmerón Cerdán, Antonio
Format: info:eu-repo/semantics/article
Langue:English
Publié: 2017
Sujets:
Accès en ligne:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007