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Flow Graphs and Decision Algorithms Read chapter Read first chapter

2003 | OriginalPaper | Chapter

Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks

Authors : Cory J. Butz, Qiang Hu, Xue Dong Yang

Published in: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

Publisher: Springer Berlin Heidelberg

Included in: Professional Book Archive

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We present a critical analysis of the maximal prime decomposition of Bayesian networks (BNs). Our analysis suggests that it may be more useful to transform a BN into a hierarchical Markov network.

previous chapter Critical Remarks on the Computational Complexity in Probabilistic Inference
next chapter A Non-local Coarsening Result in Granular Probabilistic Networks
Metadata
Title
Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks
Authors
Cory J. Butz
Qiang Hu
Xue Dong Yang
Copyright Year
2003
Publisher
Springer Berlin Heidelberg
Book
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

Print ISBN: 978-3-540-14040-5

Electronic ISBN: 978-3-540-39205-7

Copyright Year: 2003

DOI
https://doi.org/10.1007/3-540-39205-X_115