JOURNAL ARTICLE

A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection

Bing XueXin GaoFeng ZhaiBaofeng LiJiahao YuShiyuan FuLingli ChenZhihang Meng

Year: 2023 Journal:   Applied Intelligence Vol: 53 (23)Pages: 28655-28674   Publisher: Springer Science+Business Media
Keywords:
Autoencoder Computer science Artificial intelligence Anomaly detection Pattern recognition (psychology) Proxy (statistics) Consistency (knowledge bases) Multivariate statistics Encoder Anomaly (physics) Data mining Deep learning Machine learning

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4
Cited By
1.02
FWCI (Field Weighted Citation Impact)
51
Refs
0.77
Citation Normalized Percentile
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Citation History

Topics

Anomaly Detection Techniques and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing
Data-Driven Disease Surveillance
Health Sciences →  Medicine →  Epidemiology
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