Answering queries in hybrid Bayesian networks using importance sampling

In this paper we propose an algorithm for answering queries in hybrid Bayesian networks where the underlying probability distribution is of class MTE (mixture of truncated exponentials). The algorithm is based on importance sampling simulation. We show how, like existing importance sampling algorith...

Descrizione completa

Dettagli Bibliografici
Autori principali: Fernández, Antonio, Rumí, Rafael, Salmerón Cerdán, Antonio
Natura: info:eu-repo/semantics/article
Lingua:English
Pubblicazione: 2017
Soggetti:
Accesso online:http://hdl.handle.net/10835/4895
https://doi.org/10.1016/j.dss.2012.03.007