Study on the Bayesian Networks Decomposition by the Improved Multi-Linked Tree Algorithm

Abstract:

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Aiming at the difficulty of Bayses Network construction, the C_BN (Bayesian networks for quality problem case) decomposition path and level control method is discussed. And then the implementation algorithm using the improved multi-linked tree is carried out. The result of decomposition is standardized and the knowledge base for SBN (sub Bayesian networks) is built which is the foundation for the C_BN reuse in Bayesian networks construction.

Info:

Periodical:

Edited by:

Zeng Zhu

Pages:

678-682

DOI:

10.4028/www.scientific.net/AMR.214.678

Citation:

Z. W. Wang and J. Zhou, "Study on the Bayesian Networks Decomposition by the Improved Multi-Linked Tree Algorithm", Advanced Materials Research, Vol. 214, pp. 678-682, 2011

Online since:

February 2011

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Price:

$35.00

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