Shaochen Fu

ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection

One main challenge in time series anomaly detection for industrial IoT lies in the complex spatio-temporal couplings within multivariate data. However, as traditional anomaly detection methods focus on modeling spatial or temporal dependencies independently, resulting in suboptimal representation le…