Detection of collective and point anomalies in the presence of trend and seasonality

Yiyin Zhang, Florian Pein, Idris A. Eckley

Detecting anomalies in time series data is a challenging task with broad relevance in many applications. Existing methods work effectively only under idealized conditions, typicall…