Concepedia

Class balancing framework for credit card fraud detection based on clustering and similarity-based selection (SBS)

Hadeel Ahmad, Bassam Kasasbeh, Balqees Aldabaybah, Enas Rawashdeh

International Journal of Information Technology · 2022 · 82 citations · 28 references

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28

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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A study of the behavior of several methods for balancing machine learning training data

Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations

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The condensed nearest neighbor rule (Corresp.)

Peter E. Hart · IEEE Transactions on Information Theory · 1968 · 1.7K citations

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MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Sukarna Barua, Md. Monirul Islam, Xin Yao et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 1.1K citations

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Calibrating Probability with Undersampling for Unbalanced Classification

Andrea Dal Pozzolo, Olivier Caelen, R. A. Johnson et al. · 2015 · 606 citations

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