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Block sparse representation for pattern classification: Theory, extensions and applications Journal article
Pattern Recognition, 2019,Volume: 88,Page: 198-209
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Zheng X.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
High-dimensional covariance matrices in elliptical distributions with application to spherical test Journal article
Annals of Statistics, 2019,Volume: 47,Issue: 1,Page: 527-555
Authors:  Hu J.;  Li W.;  Liu Z.;  Zhou W.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/14
Covariance matrix  Elliptical distribution  High-dimensional data  Sphericity test  
HIGH-DIMENSIONAL COVARIANCE MATRICES IN ELLIPTICAL DISTRIBUTIONS WITH APPLICATION TO SPHERICAL TEST Journal article
ANNALS OF STATISTICS, 2019,Volume: 47,Issue: 1,Page: 527-555
Authors:  Hu, Jiang;  Li, Weiming;  Liu, Zhi;  Zhou, Wang
Favorite  |  View/Download:7/0  |  Submit date:2019/01/17
Covariance Matrix  High-dimensional Data  Elliptical Distribution  Sphericity Test  
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  |  View/Download:2/0  |  Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Pre-averaging estimate of high dimensional integrated covariance matrix with noisy and asynchronous high-frequency data Journal article
RANDOM MATRICES-THEORY AND APPLICATIONS, 2018,Volume: 7,Issue: 3
Authors:  Liu, Zhi;  Xia, Xiaochao;  Zhou, Guoliang
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
High-frequency Data  Volatility Estimation  Microstructure Noise  
Fast identification of anticancer constituents in Forsythiae Fructus based on metabolomics approaches Journal article
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018,Volume: 154,Page: 312-320
Authors:  Bao, Jiaolin;  Ding, Ren-Bo;  Jia, Xuejing;  Liang, Yeer;  Liu, Fang;  Wang, Kai;  Zhang, Chao;  Li, Peng;  Wang, Yitao;  Wan, Jian-Bo;  He, Chengwei
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Forsythiae Fructus  Anticancer  Metabolomics  Multivariate Data Analysis  B16-f10 Melanoma  
Square-Root LASSO for High-Dimensional Sparse Linear Systems with Weakly Dependent Errors Journal article
JOURNAL OF TIME SERIES ANALYSIS, 2018,Volume: 39,Issue: 2,Page: 212-238
Authors:  Xie, Fang;  Xiao, Zhijie
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
high-dimensional linear model  square-root LASSO  -mixing  -mixing  phi-mixing  m-dependent  estimation consistency  
In situ sequestration of endogenous PDGF-BB with an ECM-mimetic sponge for accelerated wound healing Journal article
BIOMATERIALS, 2017,Volume: 148,Page: 54-68
Authors:  Li, Qiu;  Niu, Yiming;  Diao, Huajia;  Wang, Lintao;  Chen, Xiuping;  Wang, Yitao;  Dong, Lei;  Wang, Chunming
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Biomimetic Scaffolds  Extraceilular Matrix  Polysaccharides  Growth Factors  Wound Healing  
A MnO2 nanosheet-assisted GSH detection platform using an iridium(III) complex as a switch-on luminescent probe Journal article
NANOSCALE, 2017,Volume: 9,Issue: 14,Page: 4677-4682
Authors:  Dong, Zhen-Zhen;  Lu, Lihua;  Ko, Chung-Nga;  Yang, Chao;  Li, Shengnan;  Lee, Ming-Yuen;  Leung, Chung-Hang;  Ma, Dik-Lung
View  |  Adobe PDF(1760Kb)  |  Favorite  |  View/Download:121/8  |  Submit date:2018/10/30