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Dual sparse learning via data augmentation for robust facial image classification Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 8,Page: 1717-1734
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Dictionary learning  Image classification  l1 Regularization  Sparse representation  
Discriminant and Sparsity Based Least Squares Regression with l1 Regularization for Feature Representation Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zhao,Shuping;  Zhang,Bob;  Li,Shuyi
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
feature representation  image classification  Least squares regression  
Multicellular gene network analysis identifies a macrophage-related gene signature predictive of therapeutic response and prognosis of gliomas Journal article
Journal of Translational Medicine, 2019,Volume: 17,Issue: 1
Authors:  Sun X.;  Liu X.;  Xia M.;  Shao Y.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:11 | Submit date:2021/03/03
Biomarker  Drug Resistance  Glioma  Macrophages  Multicellular Gene Network  Prognostic Signature  
An adaptive regularization method for sparse representation Journal article
Integrated Computer-Aided Engineering, 2014,Volume: 21,Issue: 1,Page: 91-100
Authors:  Xu B.;  Guo P.;  Chen C.L.P.
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2019/02/11
Adaptive regularization parameter estimation  L1 norm minimization  Sparse representation classification