Dai, Yongsheng; Wang, Hui; Rafferty, Karen; Spence, Ivor; … - 2024
patterns that defy straightforward modelling. In this paper, we propose a novel approach called TDSRL (Time Series Dual Self-Supervised … Representation Learning) for robust anomaly detection. TDSRL leverages synthetic anomaly segments which are artificially generated to …