KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks

Quan Zhou, Changhua Pei, Fei Sun +6

Time series anomaly detection (TSAD) underpins real-time monitoring in cloud services and web systems, allowing rapid identification of anomalies to prevent costly failures. Most T…