{"title":"Application of decision trees for integrated circuit yield improvement","authors":"V. Raghavan","doi":"10.1109/ASMC.2002.1001615","DOIUrl":null,"url":null,"abstract":"In order to meet high expectations on yield targets, quick identification of root cause for yield loss is essential. Decision trees are shown to be a powerful data mining tool for integrated circuit yield improvement. Several case studies from yield improvement efforts on real products have been presented.","PeriodicalId":64779,"journal":{"name":"半导体技术","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2002-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"半导体技术","FirstCategoryId":"1087","ListUrlMain":"https://doi.org/10.1109/ASMC.2002.1001615","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
In order to meet high expectations on yield targets, quick identification of root cause for yield loss is essential. Decision trees are shown to be a powerful data mining tool for integrated circuit yield improvement. Several case studies from yield improvement efforts on real products have been presented.
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