A Non-Parametric Subspace Analysis Approach with Application to Anomaly Detection Ensembles

Marcelo Bacher, Irad Ben-Gal, Erez Shmueli

Identifying anomalies in multi-dimensional datasets is an important task in many real-world applications. A special case arises when anomalies are occluded in a small set of attrib…