Xudong He

Spatial-Temporal Interaction Decoding Transformer for Unsupervised Multivariate Time Series Anomaly Detection

Time series data consists of a temporal dimension and features associated with each timestamp. Anomaly detection in this context necessitates the consideration of both temporal and spatial features. However, existing work focuses on separately addressing temporal and spatial features, neglecting the…