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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:114/0  |  提交时间:2022/04/02
A kernel non-negative matrix factorization framework for single cell clustering 期刊论文
APPLIED MATHEMATICAL MODELLING, 2021, 卷号: 90, 页码: 875-888
作者:  Jiang, Hao;  Yi, Ming;  Zhang, Shihua
收藏  |  浏览/下载:124/0  |  提交时间:2021/04/26
Single cell RNA-sequencing  Kernel non-negative matrix factorization  Cellular heterogeneity  
Sparse Weighted Canonical Correlation Analysis 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2018, 卷号: 27, 期号: 3, 页码: 459-466
作者:  Min Wenwen;  Liu Juan;  Zhang Shihua
收藏  |  浏览/下载:163/0  |  提交时间:2018/07/30
Canonical correlation analysis (CCA)  Sparse canonical correlation analysis (SCCA)  Sparse weighted CCA (SWCCA)  Group LASSO regularized SWCCA  Multi-view SWCCA  
sparseweightedcanonicalcorrelationanalysis 期刊论文
chinesejournalofelectronics, 2018, 卷号: 27, 期号: 3, 页码: 459
作者:  Min Wenwen;  Liu Juan;  Zhang Shihua
收藏  |  浏览/下载:170/0  |  提交时间:2020/01/10
Identification of mutated core cancer modules by integrating somatic mutation, copy number variation, and gene expression data 期刊论文
BMC Systems Biology, 2013, 卷号: 7, 期号: Suppl 2
作者:  Zhang,Junhua;  Zhang,Shihua;  Wang,Yong;  Zhang,Xiang-Sun
收藏  |  浏览/下载:138/0  |  提交时间:2018/07/30