Expert Knowledge for Alleviating Lack of Data: Estimating Electronic Components Failure Rate

机译：缓解数据缺乏的专业知识：估计电子组件的失效率

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We successfully combined our expert’s knowledge with oursmall data to assess more accurately our components key factorsin failures. We were also able to predict each components numberof failures within a 95% interval of confidence with satisfyingcross-validation results.

机译：我们成功将我们的专家的知识与我们的知识结合在一起小数据以更准确地评估我们的组件关键因素在失败。我们还能够预测每个组件数量 95％的失败，令人满意的信心间隔交叉验证结果。

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《情報処理学会;情報処理学会全国大会》|2018年|2.19-2.20|共2页
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Matthieu Parizy; Tatsuya Yamamoto; Hiroshi Ikeda; Hidetoshi Matsuoka;
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2. An integrated database and expert system for failure mechanism identification: Part I-automated knowledge acquisition [J] . T.W.Liao, Z.H.Zhan Engineering failure analysis . 1999,第5期

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4. Expert Knowledge for Alleviating Lack of Data: Estimating Electronic Components Failure Rate [C] . Matthieu Parizy, Tatsuya Yamamoto, Hiroshi Ikeda, 情報処理学会全国大会 . 2018

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8. Distributions of Component Failure Rates Estimated from LER Data [R] . Atwood, C. L. 1985

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Expert Knowledge for Alleviating Lack of Data: Estimating Electronic Components Failure Rate

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