Identifying product failure rate based on a conditional Bayesian network classifier

Article ID	Journal	Published Year	Pages	File Type
10322669	Expert Systems with Applications	2011	8 Pages	PDF

Abstract

âº CBN introduces the conditional independence relationships among attribute variables. âº CBN provides an effective approach to classify the failure rate rank of products. âº CBN increases the classification accuracy. âº CBN makes an acceptable balance between classifier complexity and performance.

Keywords

Conditional independence Bayesian network Classifier Maintenance management Failure rate

Related Topics

Physical Sciences and Engineering Computer Science Artificial Intelligence

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Identifying product failure rate based on a conditional Bayesian network classifier

Authors

Zhiqiang Cai, Shudong Sun, Shubin Si, Bernard Yannou,