BOOK-CHAPTER

MST-GNN: A Multi-scale Temporal-Enhanced Graph Neural Network for Anomaly Detection in Multivariate Time Series

Zefei NingZhuolun JiangHao MiaoLi Wang

Year: 2023 Lecture notes in computer science Pages: 382-390   Publisher: Springer Science+Business Media
Keywords:
Anomaly detection Computer science Multivariate statistics Artificial intelligence Pattern recognition (psychology) Time series Graph Series (stratigraphy) Artificial neural network Representation (politics) Data mining Anomaly (physics) Machine learning Theoretical computer science

Metrics

5
Cited By
4.06
FWCI (Field Weighted Citation Impact)
15
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing
Anomaly Detection Techniques and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Complex Systems and Time Series Analysis
Social Sciences →  Economics, Econometrics and Finance →  Economics and Econometrics

Related Documents

JOURNAL ARTICLE

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

Ailin DengBryan Hooi

Journal:   Proceedings of the AAAI Conference on Artificial Intelligence Year: 2021 Vol: 35 (5)Pages: 4027-4035
© 2026 ScienceGate Book Chapters — All rights reserved.