A. V. Gerasimov

ANOMALY DETECTION ALGORITHMS IN STREAMING DATA: COMPARATIVE ANALYSIS AND APPLICATION

This paper presents a systematic review and comparative analysis of state-of-the-art anomaly detection algorithms for streaming data - one of the fundamental problems in data mining, cybersecurity, and industrial monitoring. Unlike existing surveys, which mostly address the batch setting, all methods here are examined...