Informative Gene Selection and Tumor Classification by Null Space LDA for Microarray Data.
Feng YueKuanquan WangWangmeng ZuoPublished in: ESCAPE (2007)
Keyphrases
- gene selection
- null space
- tumor classification
- microarray data
- small sample size
- linear discriminant analysis
- microarray
- gene expression profiles
- gene expression
- cancer classification
- feature selection
- microarray classification
- gene expression data
- cancer diagnosis
- data sets
- dna microarray
- high dimensional
- microarray data analysis
- dimensionality reduction
- cluster analysis
- discriminant analysis
- informative genes
- principal components
- face recognition
- small number of samples
- feature ranking
- high dimensionality
- high dimensional data
- support vector machine svm
- ovarian cancer
- gene sets
- microarray datasets
- feature extraction
- principal component analysis
- similarity measure
- feature space
- molecular biology
- dimension reduction