JOURNAL ARTICLE

Reconstruction-based anomaly detection for multivariate time series using contrastive generative adversarial networks

Jiawei MiaoHaicheng TaoHaoran XieJianshan SunJie Cao

Year: 2023 Journal:   Information Processing & Management Vol: 61 (1)Pages: 103569-103569   Publisher: Elsevier BV
Keywords:
Multivariate statistics Series (stratigraphy) Anomaly detection Generative grammar Adversarial system Anomaly (physics) Artificial intelligence Computer science Pattern recognition (psychology) Machine learning Geology

Metrics

61
Cited By
15.58
FWCI (Field Weighted Citation Impact)
52
Refs
0.99
Citation Normalized Percentile
Is in top 1%
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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
Network Security and Intrusion Detection
Physical Sciences →  Computer Science →  Computer Networks and Communications
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