Explaining Inferences in Bayesian Networks

Explaining Inferences in Bayesian Networks

While Bayesian network (BN) can achieve accurate predictions even with erroneous or incomplete evidence, explaining the inferences remains a challenge. Existing approaches fall short because they do not exploit variable interactions and cannot account for compensations during inferences. This paper...

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書目詳細資料
Main Authors:	YAP, Ghim-Eng, TAN, Ah-Hwee, PANG, Hwee Hwa
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2008
主題:	Bayesian networks Explanations Inferences Compensations Error values Missing values Databases and Information Systems Numerical Analysis and Scientific Computing
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/1247 https://ink.library.smu.edu.sg/context/sis_research/article/2246/viewcontent/Explaining_Inferences_in_Bayesian_Networks__edited_.pdf
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