Constructive Covering Algorithm-Based SMOTE Over-sampling Method

Improving the recognition ability of minority samples is a crucial research hotspot of imbalance data classification. Synthetic minority over-sampling technique (SMOTE) is a typical representative technique to solve such problem. In recent years, researchers have made some improvements on SMOTE, and...

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Bibliographic Details
Main Author: YAN Yuanting, ZHU Yuanwei, WU Zengbao, ZHANG Yiwen, ZHANG Yanping
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-06-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2231.shtml