A New Method for Vertical Parallelisation of TAN Learning Based on Balanced Incomplete Block Designs

The framework of Bayesian networks is a widely popular formalism for performing belief update under uncertainty. Structure re- stricted Bayesian network models such as the Naive Bayes Model and Tree-Augmented Naive Bayes (TAN) Model have shown impressive per- formance for solving classi cation t...

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Main Authors: Madsen, Anders L., Jensen, Frank, Salmerón Cerdán, Antonio, Karlsen, Martin, Langseth, Helge, Nielsen, Thomas D.
格式: info:eu-repo/semantics/article
语言:English
出版: 2017
在线阅读:http://hdl.handle.net/10835/4857