MSTDF-AD: Modeling spatiotemporal dependency fusion for non-stationary time series anomaly detection.

Weikang Shi|Hancheng Xiao|Zhipeng Qiu|Zhixia Zeng|Weifu Zhu|Shi Zhang|Ruliang Xiao


Anthology ID:DBLP:journals/ipm/ShiXQZZZX26
Year:2026
Venue:Information Processing and Management
Pages:104888
URL:https://doi.org/10.1016/J.IPM.2026.104888
DOI:https://doi.org/10.1016/J.IPM.2026.104888
DBLP:journals/ipm/ShiXQZZZX26
BibTeX:
@article{shi-2026-mstdfad, author = {Weikang Shi and Hancheng Xiao and Zhipeng Qiu and Zhixia Zeng and Weifu Zhu and Shi Zhang and Ruliang Xiao}, title = {{MSTDF-AD: Modeling spatiotemporal dependency fusion for non-stationary time series anomaly detection}}, journal = {Information Processing and Management}, volume = {63}, number = {8}, pages = {104888}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2026.104888}, doi = {https://doi.org/10.1016/J.IPM.2026.104888} }