教師資料查詢 | 類別: 期刊論文 | 教師: 蔣璿東 Chiang Ding-an (瀏覽個人網頁)

標題:The Irrelevant Values Problem of Decision Tree for Improving a Glass Sputtering Process
學年99
學期1
出版(發表)日期2010/12/01
作品名稱The Irrelevant Values Problem of Decision Tree for Improving a Glass Sputtering Process
作品名稱(其他語言)
著者Chiang, Ding-An; Wang, Cheng-Tzu; Wang, Yi-Hsin; Chen, Chun-Chi
單位淡江大學資訊工程學系
出版者新北市淡江大學
著錄名稱、卷期、頁數Tamkang Journal of Science and Engineering=淡江理工學刊 13(4), pp.413-422
摘要In this paper, we use decision tree to establish a yield improvement model for glass sputtering process; however, the tree may have irrelevant values problem. In other words, when the tree is represented by a set of rules, not only comprehensibility of the resultant rules will be detracted but also critical factors of the manufacturing process cannot be effectively identified. From the performance issue and practical issue, we have to remove irrelevant conditions from the rules; otherwise, a domain expert is needed to review the decision tree. In this paper, we use a very simple example to demonstrate this point of view. Moreover, to identify and remove irrelevant conditions from the rules, we also revise Chiang's previous algorithm such that the modified algorithm can deal not only discrete data but also quantitative data.
關鍵字
語言英文
ISSN1560-6686
期刊性質國內
收錄於EI;
產學合作
通訊作者Chiang, Ding-An
審稿制度
國別中華民國
公開徵稿
出版型式,電子版,紙本
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