JOURNAL ARTICLE

Generality-aware self-supervised transformer for multivariate time series anomaly detection

Yucheol ChoJae-Hyeok LeeGyeongdo HamDonggon JangDae‐Shik Kim

Year: 2025 Journal:   Applied Intelligence Vol: 55 (7)   Publisher: Springer Science+Business Media
Keywords:
Generality Computer science Anomaly detection Transformer Multivariate statistics Series (stratigraphy) Artificial intelligence Machine learning Data mining Pattern recognition (psychology) Electrical engineering

Metrics

4
Cited By
19.28
FWCI (Field Weighted Citation Impact)
61
Refs
0.99
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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