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Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：250/0  |  提交时间：2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
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：151/0  |  提交时间：2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks  
Quantitative function and algorithm for community detection in bipartite networks 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 367, 页码: 874-889
作者:  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Shihua;  Zhang, Xiang-Sun
收藏  |  浏览/下载：166/0  |  提交时间：2018/07/30
Bipartite network  Community  Quantitative function  Integer programming  Label propagation algorithm  
Local community extraction in directed networks 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 452, 页码: 258-265
作者:  Ning, Xuemei;  Liu, Zhaoqi;  Zhang, Shihua
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
Complex network  Community structure  Clustering  Optimization  
Clustering complex networks and biological networks by nonnegative matrix factorization with various similarity measures 期刊论文
NEUROCOMPUTING, 2008, 卷号: 72, 期号: 1-3, 页码: 134-141
作者:  Wang, Rui-Sheng;  Zhang, Shihua;  Wang, Yong;  Zhang, Xiang-Sun;  Chen, Luonan
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Complex networks  Biological networks  Community structure  Nonnegative matrix factorization  Similarity measure  
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：128/0  |  提交时间：2018/07/30
Identification of overlapping community structure in complex networks using fuzzy c-means clustering 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 卷号: 374, 期号: 1, 页码: 483-490
作者:  Zhang, Shihua;  Wang, Rui-Sheng;  Zhang, Xiang-Sun
收藏  |  浏览/下载：133/0  |  提交时间：2018/07/30
overlapping community structure  modular function  spectral mapping  fuzzy c-means clustering  complex network