Dai, Yongsheng; Wang, Hui; Rafferty, Karen; Spence, Ivor; … - 2024
Time series anomaly detection plays a critical role in various applications, from finance to industrial monitoring …. Effective models need to capture both the inherent characteristics of time series data and the unique patterns associated with … patterns that defy straightforward modelling. In this paper, we propose a novel approach called TDSRL (Time Series Dual Self …