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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  
MULTI-AGENT SOLVER FOR NON-NEGATIVE MATRIX FACTORIZATION BASED ON OPTIMIZATION 期刊论文
KYBERNETIKA, 2021, 卷号: 57, 期号: 1, 页码: 60-77
作者:  Tu, Zhipeng;  Li, Weijian
收藏  |  浏览/下载:126/0  |  提交时间:2021/04/26
distributed optimization  non-negative matrix factorization  multiplicative update rules  multi-agent network  
Matrix Integrative Analysis (MIA) of Multiple Genomic Data for Modular Patterns 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 页码: 12
作者:  Chen, Jinyu;  Zhang, Shihua
收藏  |  浏览/下载:175/0  |  提交时间:2018/07/30
bioinformatics  multi-dimensional genomics  matrix integrative analysis  data integration  module discovery  non-negative matrix factorization (NMF)  partial least squares (PLS)  
A novel computational framework for simultaneous integration of multiple types of genomic data to identify microRNA-gene regulatory modules 期刊论文
BIOINFORMATICS, 2011, 卷号: 27, 期号: 13, 页码: I401-I409
作者:  Zhang, Shihua;  Li, Qingjiao;  Liu, Juan;  Zhou, Xianghong Jasmine
收藏  |  浏览/下载:146/0  |  提交时间:2018/07/30
Binary matrix factorization for analyzing gene expression data 期刊论文
DATA MINING AND KNOWLEDGE DISCOVERY, 2010, 卷号: 20, 期号: 1, 页码: 28-52
作者:  Zhang, Zhong-Yuan;  Li, Tao;  Ding, Chris;  Ren, Xian-Wen;  Zhang, Xiang-Sun
收藏  |  浏览/下载:106/0  |  提交时间:2018/07/30
Biclustering  Non-negative matrix factorization  Boundedness property of NMF  Binary matrix  
Uncovering fuzzy community structure in complex networks 期刊论文
PHYSICAL REVIEW E, 2007, 卷号: 76, 期号: 4, 页码: 7
作者:  Zhang, Shihua;  Wang, Rui-Sheng;  Zhang, Xiang-Sun
收藏  |  浏览/下载:125/0  |  提交时间:2018/07/30