Evolutionary Correlation Triclustering for 3D Gene Expression Data

2020 ◽  
pp. 637-646
Author(s):  
N. Narmadha ◽  
R. Rathipriya
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Expression Data ◽  
3D Gene

scholarly journals Gene Ontology Analysis of 3D Microarray Gene Expression Data using Hybrid PSO Optimization

2019 ◽  
Vol 8 (11) ◽  
pp. 3890-3896
Keyword(s):  
Gene Expression ◽  
Gene Ontology ◽  
Gene Expression Data ◽  
Biological Significance ◽  
High Volume ◽  
Microarray Gene Expression Data ◽  
Expression Data ◽  
Data Mining Technique ◽  
Microarray Gene Expression ◽  
3D Gene

At present, triclustering is the well known data mining technique for analysis of 3D gene expression data (GST). Triclustering is a simultaneously clustering of subset of Gene (G), subset of Sample (S), and over a subset of Time point (T). Triclustering approach identifies a coherent pattern in the 3D gene expression data using Mean Correlation Value (MCV). In this chapter, Hybrid PSO based algorithm is developed for triclustering of 3D gene expression data. This algorithm can effectively find the coherent pattern with high volume of a tricluster. The experimental study is conducted on yeast cycle dataset to study the biological significance of the coherent tricluster using gene ontology tool

scholarly journals Visualization and Analysis of 3D Gene Expression Data

2007 ◽  
Author(s):  
E. Wes Bethel ◽  
Oliver Rubel ◽  
Gunther H. Weber ◽  
Bernd Hamann ◽  
Hans Hagen
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Expression Data ◽  
3D Gene

scholarly journals Integrating Data Clustering and Visualization for the Analysis of 3D Gene Expression Data

2010 ◽  
Vol 7 (1) ◽  
pp. 64-79 ◽  
Author(s):  
O. Rubel ◽  
G.H. Weber ◽  
Min-Yu Huang ◽  
E.W. Bethel ◽  
M.D. Biggin ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Data Clustering ◽  
Expression Data ◽  
3D Gene

scholarly journals Linking Advanced Visualization and MATLAB for the Analysis of 3D Gene Expression Data

2012 ◽  
pp. 265-283 ◽  
Author(s):  
Oliver Rübel ◽  
Soile V. E. Keränen ◽  
Mark Biggin ◽  
David W. Knowles ◽  
Gunther H. Weber ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Expression Data ◽  
3D Gene ◽  
Advanced Visualization
Sign in / Sign up

Export Citation Format

Share Document