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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
作者:  Xiang, Shiming;  Nie, Feiping;  Meng, Gaofeng;  Pan, Chunhong;  Zhang, Changshui
浏览  |  Adobe PDF(725Kb)  |  收藏  |  浏览/下载：676/218  |  提交时间：2015/09/18
Feature Selection  Least Squares Regression  Multiclass Classification  Sparse Learning  
Local and Global Regressive Mapping for manifold learning with out-of-sample extrapolation 会议论文
AAAI Conference on Artificial Intelligence, 2010
作者:  Yang, Yi;  Nie, Feiping;  Xiang, Shiming;  Zhuang, Yueting;  Wang, Wenhua
收藏  |  浏览/下载：150/0  |  提交时间：2015/08/19
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
作者:  Shiming Xiang, Feiping Nie, Gaofeng Meng, Chunhong Pan, Changshui Zhang
收藏  |  浏览/下载：332/0  |  提交时间：2015/08/12
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
作者:  Nie, Feiping;  Xiang, Shiming;  Liu, Yun;  Hou, Chenping;  Zhang, Changshui
收藏  |  浏览/下载：134/0  |  提交时间：2015/08/12
Least Squares  Subspace Learning  Discriminant Analysis  Feature Extraction  Image Recognition  
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
作者:  Xiang, Shiming;  Pan, Chunhong;  Nie, Feiping;  Zhang, Changshui
收藏  |  浏览/下载：135/0  |  提交时间：2015/08/12
Eigen-images  Image Pyramid  Over-segmentation  Superpixel  Turbopixel (Tp)  
Semi-supervised orthogonal discriminant analysis via label propagation 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 11, 页码: 2615-2627
作者:  Nie, Feiping;  Xiang, Shiming;  Jia, Yangqing;  Zhang, Changshui
收藏  |  浏览/下载：117/0  |  提交时间：2015/08/12
Subspace Learning  Discriminant Analysis  Dimensionality Reduction  Trace Ratio  Semi-supervised Learning  
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
作者:  Nie, Feiping;  Xu, Dong;  Li, Xuelong;  Xiang, Shiming
收藏  |  浏览/下载：180/0  |  提交时间：2015/08/12
Dimensionality Reduction  Label Propagation  Label Regression  Semisupervised Learning  Subspace Learning  
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
作者:  Xiang, Shiming;  Nie, Feiping;  Zhang, Changshui
收藏  |  浏览/下载：118/0  |  提交时间：2015/08/12
Semi-supervised Classification  Local Spline Regression  Interactive Image Segmentation  
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
作者:  Xiang, Shiming;  Nie, Feiping;  Pan, Chunhong;  Zhang, Changshui
收藏  |  浏览/下载：103/0  |  提交时间：2015/08/12
Improved Locally Linear Embedding (Lle) (iLle)  Lle  Local Tangent Space Alignment (Ltsa)  Regression Reformulation  
Nonlinear dimensionality reduction with relative distance comparison 期刊论文
NEUROCOMPUTING, 2009, 卷号: 72, 期号: 7-9, 页码: 1719-1731
作者:  Zhang, Chunxia;  Xiang, Shiming;  Nie, Feiping;  Song, Yangqiu
收藏  |  浏览/下载：163/0  |  提交时间：2015/08/12
Nonlinear Dimensionality Reduction (Nldr)  Relative Distance Comparison  Semi-definite Programming