Representative subset selection and outlier detection via isolation forest

2016 ◽  
Vol 8 (39) ◽  
pp. 7225-7231 ◽  
Author(s):  
Wo-Ruo Chen ◽  
Yong-Huan Yun ◽  
Ming Wen ◽  
Hong-Mei Lu ◽  
Zhi-Min Zhang ◽  
...  

A new algorithm, Isolation forest Outlier detection and Subset selection (IOS), has been proposed, which can simultaneously detect outliers and select representative subsets.

2002 ◽  
Vol 468 (1) ◽  
pp. 91-103 ◽  
Author(s):  
M. Daszykowski ◽  
B. Walczak ◽  
D.L. Massart

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