2020
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network
NeurIPS 2020poster
Real-world timeseries have complex underlying temporal dynamics and the detection of anomalies is challenging. In this paper, we propose the Temporal Hierarchical One-Class (THOC) network, a temporal one-class classification model for timeseries anomaly detection. It captures temporal dynamics in mu…