A density-based oversampling approach for class imbalance and data overlap

Author:

Zhang Ruizhi,Lu ShaowuORCID,Yan Baokang,Yu PuliangORCID,Tang Xiaoqi

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

General Engineering,General Computer Science

Reference43 articles.

1. Vuttipittayamongkol, Pattaramon, and Eyad Elyan. Overlap-based undersampling method for classification of imbalanced medical datasets. Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II 16. Springer International Publishing, 2020.

2. Resampling-based ensemble methods for online class imbalance learning;Wang;IEEE Trans. Knowl. Data Eng.,2014

3. Sequence classification for credit card fraud detection;Jurgovsky;Expert Syst. Appl.,2018

4. An alternative SMOTE oversampling strategy for high-dimensional datasets;Maldonado;Appl. Soft Comput.,2019

5. Fire detection for video surveillance applications using ICA K-medoids-based color model and efficient spatio-temporal visual features;Hashemzadeh;Expert Syst. Appl.,2019

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