A new clustering method of gene expression data based on multivariate Gaussian mixture models

2015 ◽  
Vol 10 (2) ◽  
pp. 359-368 ◽  
Author(s):  
Zhe Liu ◽  
Yu-qing Song ◽  
Cong-hua Xie ◽  
Zheng Tang
Keyword(s):  
Gene Expression ◽  
Mixture Models ◽  
Gene Expression Data ◽  
Gaussian Mixture Models ◽  
Gaussian Mixture ◽  
Expression Data ◽  
Clustering Method ◽  
Multivariate Gaussian

OverDBC: A new density-based clustering method with the ability of detecting overlapped clusters from gene expression data

2015 ◽  
Vol 19 (6) ◽  
pp. 1311-1321 ◽  
Author(s):  
Mansooreh Mirzaie ◽  
Ahmad Barani ◽  
Naser Nematbakkhsh ◽  
Majid Beigi
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Expression Data ◽  
Clustering Method ◽  
Density Based Clustering

Clustering gene expression data analysis using an improved EM algorithm based on multivariate elliptical contoured mixture models

Optik ◽  
2014 ◽  
Vol 125 (21) ◽  
pp. 6388-6394 ◽  
Author(s):  
Zhe Liu ◽  
Yu-qing Song ◽  
Cong-hua Xie ◽  
Feng Zhu ◽  
Xiang Bao
Keyword(s):  
Gene Expression ◽  
Data Analysis ◽  
Em Algorithm ◽  
Mixture Models ◽  
Gene Expression Data ◽  
Expression Data ◽  
Gene Expression Data Analysis
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