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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
Authors:  Wang, Lingfeng;  Pan, Chunhong
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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
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
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Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
基于信息论与稀疏性的特征选择算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  彭涵阳
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信息论  特征选择  稀疏  合页损失  非凸非光滑优化技术  
RoDLSR: Robust discriminative least squares regression model for multi-category classification 会议论文
, New Orleans, USA, 2017-3-5
Authors:  Lingfeng Wang;  Shuaizheng Liu;  Chunhong Pan
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高光谱图像地物分类中的特征提取方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  钟子沙
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高光谱遥感图像  特征提取  地物分类  张量表示  哈希学习  二值编码  
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
Authors:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
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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
Authors:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
View  |  Adobe PDF(4943Kb)  |  Favorite  |  View/Download:141/42  |  Submit date: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
Authors:  Wang, Lingfeng;  Zhang, Xuyao;  Pan, Chunhong
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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
Authors:  Zhang, Xu-Yao;  Wang, Lingfeng;  Xiang, Shiming;  Liu, Cheng-Lin
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Least Squares Regression (Lsr)  Multicategory Classification  Retargeting  
l0-norm based structural sparse least square regression for feature selection 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 12, 页码: 3927 - 3940
Authors:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
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Structural Sparse Learning  L0-norm  Least Square Regression  Feature Selection  Adaptive Greedy Algorithm