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Discriminative Least Squares Regression for Multiclass Classification and Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 卷号: 23, 期号: 11, 页码: 1738-1754
Authors:  Xiang, Shiming;  Nie, Feiping;  Meng, Gaofeng;  Pan, Chunhong;  Zhang, Changshui
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Feature Selection  Least Squares Regression  Multiclass Classification  Sparse Learning  
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction 期刊论文
PATTERN RECOGNITION LETTERS, 2012, 卷号: 33, 期号: 5, 页码: 485-491
Authors:  Nie, Feiping;  Xiang, Shiming;  Liu, Yun;  Hou, Chenping;  Zhang, Changshui
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Least Squares  Subspace Learning  Discriminant Analysis  Feature Extraction  Image Recognition  
Discriminative Least Squares Regression for Multiclass Classification and Feature Selection. 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 卷号: 23, 期号: 11, 页码: 1738-1754
Authors:  Shiming Xiang, Feiping Nie, Gaofeng Meng, Chunhong Pan, Changshui Zhang
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Regression Reformulations of LLE and LTSA With Locally Linear Transformation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 5, 页码: 1250-1262
Authors:  Xiang, Shiming;  Nie, Feiping;  Pan, Chunhong;  Zhang, Changshui
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Improved Locally Linear Embedding (Lle) (iLle)  Lle  Local Tangent Space Alignment (Ltsa)  Regression Reformulation  
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 3, 页码: 675-685
Authors:  Nie, Feiping;  Xu, Dong;  Li, Xuelong;  Xiang, Shiming
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Dimensionality Reduction  Label Propagation  Label Regression  Semisupervised Learning  Subspace Learning  
Interactive Image Segmentation With Multiple Linear Reconstructions in Windows 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2011, 卷号: 13, 期号: 2, 页码: 342-352
Authors:  Xiang, Shiming;  Pan, Chunhong;  Nie, Feiping;  Zhang, Changshui
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Comparative Study  Interactive Image Segmentation  Multiple LInear Reconstructions In wIndows  
Semi-Supervised Classification via Local Spline Regression 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 卷号: 32, 期号: 11, 页码: 2039-2053
Authors:  Xiang, Shiming;  Nie, Feiping;  Zhang, Changshui
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Semi-supervised Classification  Local Spline Regression  Interactive Image Segmentation  
TurboPixel Segmentation Using Eigen-Images 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 卷号: 19, 期号: 11, 页码: 3024-3034
Authors:  Xiang, Shiming;  Pan, Chunhong;  Nie, Feiping;  Zhang, Changshui
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Eigen-images  Image Pyramid  Over-segmentation  Superpixel  Turbopixel (Tp)  
A general graph-based semi-supervised learning with novel class discovery 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2010, 卷号: 19, 期号: 4, 页码: 549-555
Authors:  Nie, Feiping;  Xiang, Shiming;  Liu, Yun;  Zhang, Changshui
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Pattern Recognition  Semi-supervised Learning  Novel Class Discovery  Normalized Weights  
Local and Global Regressive Mapping for manifold learning with out-of-sample extrapolation 会议论文
AAAI Conference on Artificial Intelligence, 2010
Authors:  Yang, Yi;  Nie, Feiping;  Xiang, Shiming;  Zhuang, Yueting;  Wang, Wenhua
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