ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Characterization

Aitor Sánchez-Ferrera, Elisabeth Wetzer, Kristoffer Wickstrøm +2

Recent advances in time series anomaly detection (TSAD) have highlighted the effectiveness of self-supervised classification-based approaches. These methods apply transformations t…