Time-series novelty detection, or anomaly detection, refers to the automatic identification of novel or abnormal events embedded in normal time-series points. Although it is a challenging topic in ...

The proposed article overcomes this issue by adversarial training all available data of minority and majority classes. The data for the minority class is generated using the generative model, which ...