Online breakage detection of multitooth tools using classifier ensembles for imbalanced data

Cutting tool breakage detection is an important task, due to its economic impact on mass production lines in the automobile industry. This task presents a central limitation: real data-sets are extremely imbalanced because breakage occurs in very few cases compared with normal operation of the cutti...

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Bibliographic Details

Published in:	International journal of systems science Vol. 45; no. 12; pp. 2590 - 2602
Main Authors:	Bustillo, Andrés, Rodríguez, Juan J.
Format:	Journal Article
Language:	English
Published:	Taylor & Francis 02.12.2014
Subjects:	Balancing Breakage breakage detection classifier ensembles Classifiers Data mining Graphs imbalanced data industrial applications Logistics multitooth tools Regression Tasks
ISSN:	0020-7721, 1464-5319
Online Access:	Get full text
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