PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detection

Kang Zhang, Wei Jian Lau, Shoushou Ren +3

Representation-based time-series anomaly detection algorithms significantly outperform other methods on diverse anomaly detection tasks. However, we notice that they suffer from a…