A simple method for screening variables before clustering microarray data.
Wojtek J. KrzanowskiDavid J. HandPublished in: Comput. Stat. Data Anal. (2009)
Keyphrases
- microarray data
- microarray data analysis
- cluster analysis
- microarray
- gene expression profiles
- gene expression
- gene expression analysis
- gene expression data
- gene selection
- k means
- high dimensional
- biological data
- meta analysis
- microarray datasets
- clustering algorithm
- microarray gene expression data
- differentially expressed genes
- feature selection
- clustering method
- high dimensionality
- small number of samples
- data sets
- microarray classification
- cancer classification
- high throughput
- data points
- biologically relevant
- gene clusters
- unsupervised learning
- self organizing maps
- biologically meaningful
- gene networks
- high dimensional data
- clustering analysis
- dna microarray
- cancer diagnosis
- nearest neighbor
- cluster ensemble
- dna microarray data
- information theoretic