Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly Detection.

@inproceedings{wei-2026-evolving, author = {Qing Wei and Hao Miao and Yan Zhao and Kai Zheng and Bin Yang and Volker Markl and Christian S. Jensen}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly Detection}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7295--7306}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792440}, doi = {https://doi.org/10.1145/3774904.3792440} }