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Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4272-4286
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite | View/Download:18/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Autoencoder  discriminative  Gaussian process (GP)  kernel  latent variable model  multiview  
Error analysis for the semi-supervised algorithm under maximum correntropy criterion Journal article
NEUROCOMPUTING, 2017,Volume: 223,Page: 45-53
Authors:  Zuo, Ling;  Wang, Yulong
Favorite | View/Download:23/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Semi-supervised learning  Correntropy  Excess generalization error  Manifold error  
A computational and theoretical analysis of local null space discriminant method for pattern classification Journal article
International Journal of Pattern Recognition and Artificial Intelligence, 2011,Volume: 25,Issue: 1,Page: 117-134
Authors:  Cheng M.;  Fang B.;  Tang Y.Y.;  Chen H.
Favorite | View/Download:6/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/02/11
dimensionality reduction  local discriminant analysis  local null space  manifold learning  Pattern classification  
Incremental embedding and learning in the local discriminant subspace with application to face recognition Journal article
IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 2010,Volume: 40,Issue: 5,Page: 580-591
Authors:  Cheng M.;  Fang B.;  Tang Y.Y.;  Zhang T.;  Wen J.
Favorite | View/Download:5/0 | TC[WOS]:19 TC[Scopus]:0 | Submit date:2019/02/11
Dimensionality reduction  discriminant embedding  face recognition  incremental learning  manifold learning  singular value decomposition (SVD)  small sample size (SSS) problem  
Infrared moving target detection and tracking based on tensor locality preserving projection Journal article
Infrared Physics and Technology, 2010,Volume: 53,Issue: 2,Page: 77-83
Authors:  Li H.;  Wei Y.;  Li L.;  Tang Y.Y.
Favorite | View/Download:3/0 | TC[WOS]:28 TC[Scopus]:0 | Submit date:2019/02/11
Dimensionality reduction  Locality preserving projection  Manifold learning  Target detection and tracking  Tensor  
Improving the discriminant ability of local margin based learning method by incorporating the global between-class separability criterion Journal article
Neurocomputing, 2009,Volume: 73,Issue: 1-3,Page: 536-541
Authors:  Fang B.;  Cheng M.;  Tang Y.Y.;  He G.
Favorite | View/Download:9/0 | TC[WOS]:12 TC[Scopus]:0 | Submit date:2019/02/11
Between-class separability criterion (BCSC)  Feature extraction  Local discriminant analysis  Manifold learning  Marginal Fisher analysis (MFA)  
Direct neighborhood discriminant analysis for face recognition Journal article
Mathematical Problems in Engineering, 2008,Volume: 2008
Authors:  Fang B.;  Cheng M.;  Tang Y.Y.;  Wen J.
Favorite | View/Download:5/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2019/02/11