Feature Selection and Clustering of Gene Expression Profiles Using Biological Knowledge.
Sushmita MitraSampreeti GhoshPublished in: IEEE Trans. Syst. Man Cybern. Part C (2012)
Keyphrases
- gene expression profiles
- gene expression data
- biological knowledge
- feature selection
- gene expression
- microarray
- microarray data
- gene selection
- high dimensionality
- gene regulatory networks
- related genes
- high throughput
- microarray datasets
- biological processes
- self organizing maps
- genomic data
- gene expression analysis
- high dimensional data
- clustering analysis
- data sets
- clustering algorithm
- k means
- dimensionality reduction
- text classification
- machine learning
- molecular biology
- statistical significance
- biological systems
- unsupervised learning
- clustering method
- cluster analysis