SMOTE-RkNN: A hybrid re-sampling method based on SMOTE and reverse k-nearest neighbors

Author:

Zhang Aimin,Yu Hualong,Huan Zhangjun,Yang Xibei,Zheng Shang,Gao Shang

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference50 articles.

1. MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning;Barua;IEEE Trans. Knowl. Data Eng.,2014

2. A study of the behavior of several methods for balancing machine learning training data;Batista;ACM Sigkdd Explorations Newsletter.,2004

3. MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction;Bennin;IEEE Trans. Software Eng.,2018

4. UCI repository of machine learning databases;Blake,1998

5. A survey of predictive modeling on imbalanced domains;Branco;ACM Computing Surveys (CSUR).,2016

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