Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data

In recent years, machine learning has been widely used in various fault diagnosis scenarios. However, existing machine learning algorithms tend to work well in closed static environments and handle a constant number of categories. However, in industrial applications, the monitored data is streaming...

Celý popis

Podrobná bibliografia

Vydané v:	Advanced engineering informatics Ročník 62; s. 102832
Hlavní autori:	Shi, Mingkuan, Ding, Chuancang, Shen, Changqing, Huang, Weiguo, Zhu, Zhongkui
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.10.2024
Predmet:	Class imbalance Class incremental learning Industrial streaming data Intelligent fault diagnosis Rotating machinery Industrial streaming data Intelligent fault diagnosis Rotating machinery Class imbalance Class incremental learning
ISSN:	1474-0346
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!