A Novel Approach for Biclustering Gene Expression Data Using Modular Singular Value Decomposition.
Aradhya V. N. ManjunathFrancesco MasulliStefano RovettaPublished in: CIBB (2009)
Keyphrases
- gene expression data
- singular value decomposition
- microarray
- gene expression
- microarray data
- dimensionality reduction
- high dimensionality
- singular values
- feature selection
- data sets
- analysis of gene expression data
- least squares
- gene expression data analysis
- gene expression analysis
- gene regulatory networks
- low rank
- data matrix
- principal component analysis
- high dimensional data
- high dimensional
- gene expression data sets
- gene expression profiles
- gene selection
- high throughput
- feature space
- machine learning
- microarray data analysis
- data mining
- pattern recognition
- biclustering algorithms