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Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
Authors:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
View  |  Adobe PDF(3169Kb)  |  Favorite  |  View/Download:102/62  |  Submit date:2018/01/05
Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
View  |  Adobe PDF(466Kb)  |  Favorite  |  View/Download:70/24  |  Submit date:2017/07/18
Parameter Identifiability  Statistical Machine Learning  
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