Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection

Tzu-Hsuan Hsu, Yu-Chee Tseng, Jen-Jee Chen. Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection. In Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre, editors, Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022), Grenoble, France, September 18-22, 2022. Volume 3343 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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