Rasch-based high-dimensionality data reduction and class prediction with applications to microarray gene expression data.
Andrej KastrinBorut PeterlinPublished in: Expert Syst. Appl. (2010)
Keyphrases
- data reduction
- high dimensionality
- microarray gene expression data
- gene expression data
- microarray datasets
- microarray
- microarray data
- high dimensional
- high dimensional data
- feature selection
- dimensionality reduction
- cancer classification
- feature space
- gene regulatory networks
- small sample size
- gene expression
- informative genes
- nearest neighbor
- gene selection
- feature ranking
- databases
- dna microarray
- gene expression profiles
- computer vision
- database