Dongyu Zheng

Isolation Mondrian Forest for Batch and Online Anomaly Detection

2020

We propose a new method, named isolation Mondrian forest (iMondrian forest), for batch and online anomaly detection. The proposed method is a novel hybrid of isolation forest and Mondrian forest which are existing methods for …