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...

Полное описание

Библиографические подробности
Главные авторы: Fernández, Antonio, Rumí, Rafael, Salmerón Cerdán, Antonio
Формат: info:eu-repo/semantics/article
Язык:English
Опубликовано: 2017
Предметы:
Online-ссылка:http://hdl.handle.net/10835/4895
https://doi.org/10.1016/j.dss.2012.03.007