Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection

Guillaume Coulaud, Reza Akbarinia, Florent Masseglia

Reconstruction-based methods are widely used for time series anomaly detection, where models are trained to reconstruct subsequences, and anomalies are identified through reconstru…