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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Rumí, Rafael, Salmerón Cerdán, Antonio
Format: info:eu-repo/semantics/article
Sprache:English
Veröffentlicht: 2017
Schlagworte:
Online Zugang:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007