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OALib Journal期刊
ISSN: 2333-9721
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Improved algorithm for construction of essential graph
构建本质图的改进算法*

Keywords: data mining,Bayesian network,structure learning,equivalence class,essential graph
数据挖掘
,贝叶斯网络,结构学习,等价类,本质图

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Abstract:

This paper proposed an improved algorithm for the construction of the essential graph by using the related know-ledge of graph theory. Numerical experiment shows that it is relatively faster to determine the essential graph of acyclic directed graphs with more V-structures by employing the improved algorithm, thus the study of equivalence classes becomes better.

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