Fei Tony Liu, Kai Ming Ting, & Zhi-Hua Zhou (2008)
2008 Eighth IEEE International Conference on Data Mining, 413-422.
DOI: https://doi.org/10.1109/icdm.2008.17
Abstract. Introduces an ensemble of random isolation trees that identify anomalies directly by the property that anomalous points are easier to isolate, yielding an efficient, non-parametric anomaly detection algorithm.
Tags: anomaly-detection isolation-forest