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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Veröffentlicht in:	International journal of systems science Jg. 45; H. 12; S. 2590 - 2602
Hauptverfasser:	Bustillo, Andrés, Rodríguez, Juan J.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Taylor & Francis 02.12.2014
Schlagworte:	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-Zugang:	Volltext
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