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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive sensing  Hamiltonian Monte Carlo  LASSO  
Membership affinity lasso for fuzzy clustering Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 2,Page: 294-307
Authors:  Guo,Li;  Chen,Long;  Lu,Xiliang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Alternating direction method of multiplier (ADMM)  fuzzy clustering  membership affinity lasso (MAL)  prior knowledge  
基于 Tri-Training-LASSO-BP 网络的静态电压稳定裕度在线预测方法 Journal article
中国电机工程学报, 2020,Volume: 40,Issue: 12,Page: 3824-2834
Authors:  唐滢淇;  董树锋;  朱承治;  吴金城;  宋永华
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/07
静态电压稳定裕度  三体训练法  Lasso-bp 神经网络  集成学习  Mann-whitney u 检验  
Term Selection for a Class of Separable Nonlinear Models Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 2,Page: 445-451
Authors:  Gan,Min;  Chen,Guang Yong;  Chen,Long;  Chen,C. L.Philip
Favorite |  | TC[WOS]:22 TC[Scopus]:23 | Submit date:2021/03/09
Least absolute shrinkage and selection operator (LASSO)  separable nonlinear models  sparse solution  variable projection (VP)  
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  
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  
UPLC–Orbitrap–MS/MS combined with chemometrics establishes variations in chemical components in green tea from Yunnan and Hunan origins Journal article
Food Chemistry, 2018,Volume: 266,Page: 534-544
Authors:  Xin Z.;  Ma S.;  Ren D.;  Liu W.;  Han B.;  Zhang Y.;  Xiao J.;  Yi L.;  Deng B.
Favorite |  | TC[WOS]:33 TC[Scopus]:33 | Submit date:2019/01/15
1,4,6-Trigalloyl-β-D-glucopyranose (PubChem CID: 14284610)  Chemometrics  Epicatechin gallate (PubChem CID: 107905)  Gallocatechin gallate (PubChem CID: 199472)  Green tea  Kaempferol 3-O-glucoside (PubChem CID: 5282102)  Quantitative chemical profile  Theaflavin (PubChem CID: 114777)  Theaflavin 3,3′-digallate (PubChem CID: 58252602)  Theaflavin 3-gallate (PubChem CID: 102115506)  Theaflavin 3′-gallate (PubChem CID: 467321)  Tryptophan (PubChem CID: 6305)  UPLC–Orbitrap–MS/MS  Vitexin (PubChem CID: 5280441)  
UPLC-Orbitrap-MS/MS combined with chemometrics establishes variations in chemical components in green tea from Yunnan and Hunan origins Conference paper
FOOD CHEMISTRY, Kunming, PEOPLES R CHINA, AUG 25-30, 2018
Authors:  Xin, Zhongquan;  Ma, Shasha;  Ren, Dabing;  Liu, Wenbin;  Han, Binsong;  Zhang, Yi;  Xiao, Jianbo;  Yi, Lunzhao;  Deng, Baichuan
Favorite |  | TC[WOS]:33 TC[Scopus]:33 | Submit date:2018/10/30
Green Tea  Uplc-orbitrap-ms/ms  Quantitative Chemical Profile  Chemometrics  
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 |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
high-dimensional linear model  square-root LASSO  -mixing  -mixing  phi-mixing  m-dependent  estimation consistency  
Lasso for sparse linear regression with exponentially β-mixing errors Journal article
Statistics and Probability Letters, 2017,Volume: 125,Page: 64-70
Authors:  Xie,Fang;  Xu,Lihu;  Yang,Youcai
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2019/06/03
Consistency  Exponentially β-mixing errors  Lasso  Linear regression models