Future of Time Series Anomaly Detection: From Historical Review to Unified Outlook

Zhijie Zhong, Zhiwen Yu, Pengyu Li +6

Time series anomaly detection (TSAD) is a foundational problem in data mining, aiming to identify observations that deviate significantly from nominal temporal patterns. Driven by…