Analysis of drilling conditions by a catalog mining method based on Fuzzy c-means algorithm

To support the engineer in the selection of drills and their machining parameters, we propose a novel catalog mining system based on data mining techniques applied on drill catalogs by using twice the Fuzzy c-means method along with the Maximum Information Coefficient (MIC). We first perform the clu...

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Bibliographic Details
Main Authors: Claire-Amelie JANOT, Hirokazu HIGUCHI, Kotaro YAMADA, Akihito ASAKURA, Toshiki HIROGAKI, Eiichi AOYAMA
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2020-07-01
Series:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/jamdsm/14/6/14_2020jamdsm0087/_pdf/-char/en