Uncertainty-aware memory-enhanced cross-window dependency learning for robust multivariate time series anomaly detection.

@article{xue-2026-uncertaintyaware, author = {Bing Xue and Xin Gao and Xinping Diao and Haibo Yu and Yuan Li and Tianyang Chen and Huiting Xu and Yinglan Liu}, title = {{Uncertainty-aware memory-enhanced cross-window dependency learning for robust multivariate time series anomaly detection}}, journal = {Information Processing and Management}, volume = {63}, number = {7}, pages = {104744}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2026.104744}, doi = {https://doi.org/10.1016/J.IPM.2026.104744} }