Null space based feature selection method for gene expression data.

Alok Sharma Seiya Imoto Satoru Miyano Vandana Sharma

Published in: Int. J. Mach. Learn. Cybern. (2012)

Keyphrases

gene expression data
null space
gene expression
microarray
small sample size
high dimensionality
linear discriminant analysis
microarray data

novelty detection
singular value decomposition
principal components
gene expression analysis
feature selection
high dimensional data
theoretical guarantees
data sets

high dimensional
gene selection
dna microarray
analysis of gene expression data
gene expression profiles
singular values
discriminative information

support vector
intra class
pairwise
lower dimensional
face recognition
data representation
dimensionality reduction