Proposal of data mining process for tool catalog data introducing machine learning

Proposal of data mining process for tool catalog data introducing machine learning

We attempt to construct a novel technology development utilizing big data such as Deep Learning in the manufacturing industry. Especially, we look at the data mining method and the tool catalog as a useful big data base which is updated by tool makers because it is easy for CAD/CAM engineers and mac...

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Bibliographic Details
Main Authors: Taishi SAKUMA, Akihito ASAKURA, Kotaro YAMADA, Toshiki HIROGAKI, Eiichi AOYAMA, Hiroyuki KODAMA
Format: Article
Language:Japanese
Published: The Japan Society of Mechanical Engineers 2019-08-01
Series:Nihon Kikai Gakkai ronbunshu
Subjects:
data mining
decision tree
random forest
machine learning
radius end mill
Online Access:https://www.jstage.jst.go.jp/article/transjsme/85/877/85_19-00215/_pdf/-char/en

Internet

https://www.jstage.jst.go.jp/article/transjsme/85/877/85_19-00215/_pdf/-char/en

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