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Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
作者:  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(618Kb)  |  收藏  |  浏览/下载：336/119  |  提交时间：2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：537/268  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2711-2717
作者:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
浏览  |  Adobe PDF(1169Kb)  |  收藏  |  浏览/下载：279/89  |  提交时间：2017/02/14
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification  
Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4461-4478
作者:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
浏览  |  Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：413/124  |  提交时间：2016/12/26
Binary Codes  Classification  Feature Fusion  Hashing  Hyperspectral Images  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multi-category Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 页码: 1-7
作者:  Wang, Lingfeng;  Zhang, Xuyao;  Pan, Chunhong
浏览  |  Adobe PDF(1167Kb)  |  收藏  |  浏览/下载：348/90  |  提交时间：2016/03/30
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification.  
Retargeted Least Squares Regression Algorithm 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2206-2213
作者:  Zhang, Xu-Yao;  Wang, Lingfeng;  Xiang, Shiming;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1260Kb)  |  收藏  |  浏览/下载：467/177  |  提交时间：2015/10/13
Least Squares Regression (Lsr)  Multicategory Classification  Retargeting  
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：653/214  |  提交时间：2015/09/18
Feature Selection  Least Squares Regression  Multiclass Classification  Sparse Learning