Anomaly Detection Principles and Algorithms (2017)

Presents new algorithms for static and time series datasets

Introduces new ensemble methods for improved anomaly detection

Covers rank-based anomaly detection algorithms

Discusses the pros and cons of various approaches used for anomaly detection