Xing, Shiwang, Jianwei Niu, and Tao Ren. “DoKnowAD: Calibrating Normal Representations With Refined Domain Knowledge to Enhance Time Series Anomaly Detection”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 32 (March 14, 2026): 27126–27134. Accessed May 27, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/39927.