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A generalized least-squares approach regularized with graph embedding for dimensionality reduction 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10
作者:  Shen, Xiang-Jun;  Liu, Si-Xing;  Bao, Bing-Kun;  Pan, Chun-Hong;  Zha, Zheng-Jun;  Fan, Jianping
收藏  |  浏览/下载：253/0  |  提交时间：2020/03/30
Dimensionality reduction  Graph embedding  Subspace learning  Least-squares  
Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 9, 页码: 2599-2611
作者:  Zhang, Xu-Yao;  Liu, Cheng-Lin
Adobe PDF(1095Kb)  |  收藏  |  浏览/下载：295/99  |  提交时间：2015/08/12
Dimensionality Reduction  Large Category  Class Separation Problem  Weighted Fisher Criteria  Class Level  Sample Level  Chinese Handwriting Recognition  
Self-taught dimensionality reduction on the high-dimensional small-sized data 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 1, 页码: 215-229
作者:  Zhu, Xiaofeng;  Huang, Zi;  Yang, Yang;  Shen, Heng Tao;  Xu, Changsheng;  Luo, Jiebo
收藏  |  浏览/下载：212/0  |  提交时间：2015/08/12
Dimensionality Reduction  Self-taught Learning  Joint Sparse Coding  Manifold Learning  Unsupervised Learning  
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 8, 页码: 3003-3016
作者:  Zhu, Xiaofeng;  Huang, Zi;  Shen, Heng Tao;  Cheng, Jian;  Xu, Changsheng
收藏  |  浏览/下载：175/0  |  提交时间：2015/08/12
Dimensionality Reduction  Mixed Kernel  Canonical Correlation Analysis  Model Selection  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
作者:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：187/0  |  提交时间：2015/08/12
Regularization Theory  Semi-supervised Learning  Regularized Least Square Classification  Dimensionality Reduction  
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：114/0  |  提交时间：2015/08/12
Subspace Learning  Discriminant Analysis  Dimensionality Reduction  Trace Ratio  Semi-supervised Learning  
Intrinsic dimension estimation of manifolds by incising balls 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 5, 页码: 780-787
作者:  Fan, Mingyu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：151/0  |  提交时间：2015/08/12
Nonlinear Dimensionality Reduction  Manifold Learning  Intrinsic Dimension Estimation  Data Mining