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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Fernández, Antonio, Rumí, Rafael, Salmerón Cerdán, Antonio
Fformat: info:eu-repo/semantics/article
Iaith:English
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein:http://hdl.handle.net/10835/4895
https://doi.org/10.1016/j.dss.2012.03.007