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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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Robust Bhattacharyya bound linear discriminant analysis through adaptive algorithm



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


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Generalized two-dimensional linear discriminant analysis with regularization



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


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Insensitive Stochastic Gradient Twin Support Vector Machine for Large Scale Problems



Zhen Wang , Yuan-Hai Shao , Lan Bai , Li-Ming Liu , Nai-Yang Deng

* Information Sciences, Volume 462, September 2018, Pages 114-131 
* 31 pages, 31 figures 

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