Hybrid Local Causal Structure Learning

Hybrid Local Causal Structure Learning

ocal causal structure learning focuses on identifying the direct causes and direct effects of a given target variable without learning an entire causal network. Existing local causal structure learning algorithms are usually completed by two steps. Step 1 uses constraint-based methods to learn the M...

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Bibliographic Details
Main Author: WANG Yunxia, CAO Fuyuan, LING Zhaolong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-04-01
Series:Jisuanji kexue yu tansuo
Subjects:
bayesian network
local causal structure learning
markov blanket (mb)
v-structure
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2660.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2660.shtml

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