Outlier detection using isolation forest and local outlier factor

Author:

Cheng Zhangyu1,Zou Chengming1,Dong Jianwei2

Affiliation:

1. Wuhan University of Technology, Wuhan, China

2. People's Hospital of Ningxia Hui Autonomous Region, Ningxia, China

Funder

National Key R&D Program of China

Publisher

ACM

Reference19 articles.

1. Creation of knowledge-based planning models intended for large scale distribution: Minimizing the effect of outlier plans

2. LOF

3. Softening Splits in Decision Trees Using Simulated Annealing

4. Sarah Erfani Mahsa Baktashmotlagh Sutharshan Rajasegarar Shanika Karunasekera and Chris Leckie. 2015. R1SVM: A randomised nonlinear approach to large-scale anomaly detection. (2015). Sarah Erfani Mahsa Baktashmotlagh Sutharshan Rajasegarar Shanika Karunasekera and Chris Leckie. 2015. R1SVM: A randomised nonlinear approach to large-scale anomaly detection. (2015).

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