JOURNAL ARTICLE

Conditional normalizing flow for multivariate time series anomaly detection

Siwei GuanZhiwei HeShenhui MaMingyu Gao

Year: 2023 Journal:   ISA Transactions Vol: 143 Pages: 231-243   Publisher: Elsevier BV
Keywords:
Series (stratigraphy) Anomaly detection Multivariate statistics Computer science Time series Factorization Conditional probability distribution Data mining Anomaly (physics) Adjacency list Conditional probability Algorithm Pattern recognition (psychology) Mathematics Artificial intelligence Statistics Machine learning

Metrics

13
Cited By
3.32
FWCI (Field Weighted Citation Impact)
66
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

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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