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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Detalhes bibliográficos
Principais autores: Rumí, Rafael, Salmerón Cerdán, Antonio
Formato: info:eu-repo/semantics/article
Idioma:English
Publicado em: 2017
Assuntos:
Acesso em linha:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007