Deep Contrastive One-Class Time Series Anomaly Detection

Rui Wang, Chongwei Liu, Xudong Mou +5

The accumulation of time-series data and the absence of labels make time-series Anomaly Detection (AD) a self-supervised deep learning task. Single-normality-assumption-based metho…