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Network diffusion for scalable embedding of massive single-cell ATAC-seq data 期刊论文
SCIENCE BULLETIN, 2021, 卷号: 66, 期号: 22, 页码: 2271-2276
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：116/0  |  提交时间：2022/04/02
Article The cell-surface 5 '-nucleotidase CD73 defines a functional T memory cell subset that declines with age 期刊论文
CELL REPORTS, 2021, 卷号: 37, 期号: 6, 页码: 24
作者:  Fang, Fengqin;  Cao, Wenqiang;  Zhu, Weikang;  Lam, Nora;  Li, Lingjie;  Gaddam, Sadhana;  Wang, Yong;  Kim, Chulwoo;  Lambert, Simon;  Zhang, Huimin;  Hu, Bin;  Farber, Donna L.;  Weyand, Cornelia M.;  Goronzy, Jorg J.
收藏  |  浏览/下载：129/0  |  提交时间：2022/04/02
MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 6, 页码: 14
作者:  Zou, Meng;  Duren, Zhana;  Yuan, Qiuyue;  Li, Henry;  Hutchins, Andrew Paul;  Wong, Wing Hung;  Wang, Yong
收藏  |  浏览/下载：145/0  |  提交时间：2022/04/02
cell type-specific marker  TFs  surface markers  dimension reduction  hierarchical topology  
Approximate distance correlation for selecting highly interrelated genes across datasets 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2021, 卷号: 17, 期号: 11, 页码: 18
作者:  Shen, Qunlun;  Zhang, Shihua
收藏  |  浏览/下载：116/0  |  提交时间：2022/04/02
An overview on the designs of distributed observers in LTI multi-agent systems 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 10
作者:  Pei YingQing;  Gu HaiBo;  Liu KeXin;  Lu JinHu
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
multi-agent system  linear time-invarient system  distributed observer  consensus  
Robust model selection with covariables missing at random 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Liang, Zhongqi;  Wang, Qihua;  Wei, Yuting
收藏  |  浏览/下载：132/0  |  提交时间：2022/04/02
Model selection  Inverse probability weight  Model misspecification  Missing at random  Kullback-Leibler divergence  Robust  
Robust Bayesian matrix decomposition with mixture of Gaussian noise 期刊论文
NEUROCOMPUTING, 2021, 卷号: 449, 页码: 108-116
作者:  Wang, Haohui;  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载：145/0  |  提交时间：2021/10/26
Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
Bias-corrected Kullback-Leibler distance criterion based model selection with covariables missing at random 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 160, 页码: 18
作者:  Wei, Yuting;  Wang, Qihua;  Duan, Xiaogang;  Qin, Jing
收藏  |  浏览/下载：128/0  |  提交时间：2021/10/26
Pseudo empirical likelihood  Missing covariates  Bias correction  
Reusability report: Compressing regulatory networks to vectors for interpreting gene expression and genetic variants 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 7, 页码: 576-580
作者:  Zeng, Wanwen;  Xin, Jingxue;  Jiang, Rui;  Wang, Yong
收藏  |  浏览/下载：118/0  |  提交时间：2021/10/26
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
收藏  |  浏览/下载：148/0  |  提交时间：2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality