Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders

Qingning Lu, Wenzhong Li, Chuanze Zhu, Yizhou Chen, Yinke Wang, Zhijie Zhang, Linshan Shen, Sanglu Lu. Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders. In Vineeth N. Balasubramanian, Ivor W. Tsang, editors, Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India. Volume 189 of Proceedings of Machine Learning Research, pages 674-689, PMLR, 2022. [doi]

Abstract

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