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Search results with tag "Isolation forest"
Isolation Forest - Nanjing University
cs.nju.edu.cnIsolation Forest Fei Tony Liu, Kai Ming Ting Gippsland School of Information Technology Monash University, Victoria, Australia {tony.liu},{kaiming.ting}@infotech.monash.edu.au
Isolation Forest - nju.edu.cn
cs.nju.edu.cnNanjing University, Nanjing 210093, China zhouzh@lamda.nju.edu.cn Abstract Most existing model-based approaches to anomaly de-tection construct a profile of normal instances, then iden-tify instances that do not conform to the normal profile as anomalies. This paper proposes a fundamentally different