Conformal Anomaly Detection on Spatio-Temporal Observations with Missing Data

Chen Xu, Yao Xie

We develop a distribution-free, unsupervised anomaly detection method called ECAD, which wraps around any regression algorithm and sequentially detects anomalies. Rooted in conform…