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Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 卷号: 27, 期号: 12, 页码: 3404-3416
Authors:  Li, Chun-Guo;  Mei, Xing;  Hu, Bao-Gang
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Unsupervised Ranking  Multi-attribute  Meta-rules  Data Skeleton  Principal Curves  Bezier Curves  
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
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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  
Agglomerative Mean-Shift Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 卷号: 24, 期号: 2, 页码: 209-219
Authors:  Xiaotong Yuan;  Baofang Hu;  Ran He(赫然)
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Mean-shift  Agglomerative Clustering  Half-quadratic Optimization  Incremental Clustering