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Learning Complete and Discriminative Direction Pattern for Robust Palmprint Recognition Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1001-1014
Authors:  Zhao,Shuping;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Complete And Discriminative Direction Feature  Least Squares Regression  Robust Palmprint Recognition  
MEPHAS: An interactive graphical user interface for medical and pharmaceutical statistical analysis with R and Shiny Journal article
BMC Bioinformatics, 2020,Volume: 21,Issue: 1
Authors:  Zhou,Yi;  Leung,Siu Wai;  Mizutani,Shosuke;  Takagi,Tatsuya;  Tian,Yu Shi
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2020/11/06
Data analysis  Medical statistics  Partial least squares  Statistical software  
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, Barcelona, Spain, 4-8 May 2020
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  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:10 TC[Scopus]:20 | Submit date:2021/03/11
Corruption  Deep Cascade Model  Face Recognition  Representation Learning  Softmax Vector  
Initial investigation of different classifiers for plant leaf classification using multiple features Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhang,Qi;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Leaf Classification  Leaf Features  Pattern Recognition  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Sparse poisson regression with penalized weighted score function Journal article
Electronic Journal of Statistics, 2019,Volume: 13,Issue: 2,Page: 2898-2920
Authors:  Jia,Jinzhu;  Xie,Fang;  Xu,Lihu
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Image reconstruction  Moderate deviation  Poisson regression  Tuning-free  ℓ1 consistency  ℓ1 penalization  
Sparse structural feature selection for multitarget regression Journal article
KNOWLEDGE-BASED SYSTEMS, 2018,Volume: 160,Page: 200-209
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite |  | TC[WOS]:10 TC[Scopus]:16 | Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca