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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| المؤلفون الرئيسيون: | , , |
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| التنسيق: | text |
| اللغة: | English |
| منشور في: |
Institutional Knowledge at Singapore Management University
2008
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| الموضوعات: | |
| الوصول للمادة أونلاين: | 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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| المؤسسة: | Singapore Management University |
| اللغة: | English |