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Integrative Analysis of Transcription Factor Combinatorial Interactions Using a Bayesian Tensor Factorization Approach 期刊论文
FRONTIERS IN GENETICS, 2017, 卷号: 8, 页码: 12
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载:173/0  |  提交时间:2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks  
Modeling gene regulation from paired expression and chromatin accessibility data 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 卷号: 114, 期号: 25, 页码: E4914-E4923
作者:  Duren, Zhana;  Chen, Xi;  Jiang, Rui;  Wang, Yong;  Wong, Wing Hung
收藏  |  浏览/下载:172/0  |  提交时间:2018/07/30
gene regulation  transcription factor  regulatory element  chromatin regulator  chromatin activity  
Discovery of cancer common and specific driver gene sets 期刊论文
NUCLEIC ACIDS RESEARCH, 2017, 卷号: 45, 期号: 10, 页码: 14
作者:  Zhang, Junhua;  Zhang, Shihua
收藏  |  浏览/下载:148/0  |  提交时间:2018/07/30
Integrative cancer genomics: models, algorithms and analysis 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2017, 卷号: 11, 期号: 3, 页码: 392-406
作者:  Chen, Jinyu;  Zhang, Shihua
收藏  |  浏览/下载:143/0  |  提交时间:2018/07/30
cancer genomics  model  algorithm  data integration  bioinformatics  computational biology  
Dimension reduction estimation for probability density with data missing at random when covariables are present 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 181, 页码: 11-29
作者:  Deng, Jianqiu;  Wang, Qihua
收藏  |  浏览/下载:160/0  |  提交时间:2018/07/30
Kernel density estimation  Kernel regression  Dimension reduction  Missing at random  Asymptotic normality