Parallel Junction Tree Algorithm on GPU

<p>Bayesian networks (BNs) are an effective tool in a diverse range of applications that require representation and reasoning with uncertain knowledge and data. Mathematically, a Bayesian network (BN) is a type of statistical model that can compactly represent complex probability distributions...

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Bibliographic Details
Main Author: Zheng, Lu
Language:EN
Published: Carnegie Mellon University 2013
Subjects:
Online Access:http://pqdtopen.proquest.com/#viewpdf?dispub=3575068