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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Vydané v:	International journal of systems science Ročník 45; číslo 12; s. 2590 - 2602
Hlavní autori:	Bustillo, Andrés, Rodríguez, Juan J.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Taylor & Francis 02.12.2014
Predmet:	Balancing Breakage breakage detection classifier ensembles Classifiers Data mining Graphs imbalanced data industrial applications Logistics multitooth tools Regression Tasks
ISSN:	0020-7721, 1464-5319
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