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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
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
浏览  |  Adobe PDF(627Kb)  |  收藏  |  浏览/下载：451/121  |  提交时间：2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
Listwise Learning to Rank by Exploring Structure of Objects 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 7, 页码: 1934-1939
作者:  Wu, Ou;  You, Qiang;  Mao, Xue;  Xia, Fen;  Yuan, Fei;  Hu, Weiming
浏览  |  Adobe PDF(494Kb)  |  收藏  |  浏览/下载：376/135  |  提交时间：2016/09/18
Listwise Learning To Rank  Clustering  Multi-task Learning  Structure  
Information-Theoretic Outlier Detection for Large-Scale Categorical Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 卷号: 25, 期号: 3, 页码: 589-602
作者:  Wu, Shu;  Wang, Shengrui
Adobe PDF(1401Kb)  |  收藏  |  浏览/下载：394/214  |  提交时间：2016/03/30
Outlier Detection  Holoentropy  Total Correlation  Outlier Factor  Attribute Weighting  Greedy Algorithms  
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
作者:  Yang, Shuang-Hong;  Hu, Bao-Gang
Adobe PDF(1258Kb)  |  收藏  |  浏览/下载：228/69  |  提交时间：2015/08/12
Feature Selection  Discriminative Optimal Criterion  Feature Weighting  
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
作者:  Zhang, Xiaowan;  Hu, Bao-Gang
Adobe PDF(2241Kb)  |  收藏  |  浏览/下载：225/66  |  提交时间：2015/08/12
Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc