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]

@inproceedings{LuLZCWZSL22,
  title = {Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders},
  author = {Qingning Lu and Wenzhong Li and Chuanze Zhu and Yizhou Chen and Yinke Wang and Zhijie Zhang and Linshan Shen and Sanglu Lu},
  year = {2022},
  url = {https://proceedings.mlr.press/v189/qingning23a.html},
  researchr = {https://researchr.org/publication/LuLZCWZSL22},
  cites = {0},
  citedby = {0},
  pages = {674-689},
  booktitle = {Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India},
  editor = {Vineeth N. Balasubramanian and Ivor W. Tsang},
  volume = {189},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}