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 …-Supervised Representation Learning) for robust anomaly detection. TDSRL leverages synthetic anomaly segments which are artificially generated to … it a promising avenue for time series anomaly detection. …