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AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(627Kb)  |  Favorite  |  View/Download:124/16  |  Submit date:2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
A New Strategy of Cost-Free Learning in the Class Imbalance Problem 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 12, 页码: 2872-2885
Authors:  Zhang, Xiaowan;  Hu, Bao-Gang
View  |  Adobe PDF(2241Kb)  |  Favorite  |  View/Download:77/13  |  Submit date:2015/08/12
Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc  
Discriminative Feature Selection by Nonparametric Bayes Error Minimization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 卷号: 24, 期号: 8, 页码: 1422-1434
Authors:  Yang, Shuang-Hong;  Hu, Bao-Gang
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Feature Selection  Discriminative Optimal Criterion  Feature Weighting