Tracking clusters and anomalies in evolving data streams

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

Abstract: Data-driven anomaly detection methods typically build a model for the normal behavior of the target system, and score each data instance with respect to this model. A threshold is invariably needed t...