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Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss



Ju Liu , Ling-Wei Huang , Yuan-Hai Shao , Wei-Jie Chen , Chun-Na Li


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Fuzzy Discriminant Clustering with Fuzzy Pairwise Constraints



Zhen Wang , Shan-Shan Wang , Lan Bai , Wen-Si Wang , Yuan-Hai Shao

* 15 pages,41 figures 

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Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications



Yan-Ru Guo , Yan-Qin Bai , Chun-Na Li , Lan Bai , Yuan-Hai Shao


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Capped norm linear discriminant analysis and its applications



Jiakou Liu , Xiong Xiong , Pei-Wei Ren , Da Zhao , Chun-Na Li , Yuan-Hai Shao


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Principal Component Analysis Based on T$\ell_1$-norm Maximization



Xiang-Fei Yang , Yuan-Hai Shao , Chun-Na Li , Li-Ming Liu , Nai-Yang Deng


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Multiple Flat Projections for Cross-manifold Clustering



Lan Bai , Yuan-Hai Shao , Wei-Jie Chen , Zhen Wang , Nai-Yang Deng

* 12 pages, 58 figures 

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Single Versus Union: Non-parallel Support Vector Machine Frameworks



Chun-Na Li , Yuan-Hai Shao , Huajun Wang , Yu-Ting Zhao , Ling-Wei Huang , Naihua Xiu , Nai-Yang Deng


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A general model for plane-based clustering with loss function



Zhen Wang , Yuan-Hai Shao , Lan Bai , Chun-Na Li , Li-Ming Liu

* 13 pages, 43 figures 

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Ramp-based Twin Support Vector Clustering



Zhen Wang , Xu Chen , Chun-Na Li , Yuan-Hai Shao

* 5 pages, 2 figures 

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Robust Bhattacharyya bound linear discriminant analysis through adaptive algorithm



Chun-Na Li , Yuan-Hai Shao , Zhen Wang , Nai-Yang Deng


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