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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Dettagli Bibliografici
Autori principali: Rumí, Rafael, Salmerón Cerdán, Antonio
Natura: info:eu-repo/semantics/article
Lingua:English
Pubblicazione: 2017
Soggetti:
Accesso online:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007