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...

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Príomhchruthaitheoirí: Fernández, Antonio, Rumí, Rafael, Salmerón Cerdán, Antonio
Formáid: info:eu-repo/semantics/article
Teanga:English
Foilsithe / Cruthaithe: 2017
Ábhair:
Rochtain ar líne:http://hdl.handle.net/10835/4895
https://doi.org/10.1016/j.dss.2012.03.007