Penalized Principal Component Analysis of Microarray Data.
Vladimir NikulinGeoffrey J. McLachlanPublished in: CIBB (2009)
Keyphrases
- microarray data
- principal component analysis
- microarray
- gene expression
- gene selection
- dimensionality reduction
- independent component analysis
- feature selection
- gene expression data
- data sets
- microarray gene expression data
- microarray data analysis
- meta analysis
- microarray classification
- high dimensional
- biological data
- cluster analysis
- dimension reduction
- linear discriminant analysis
- feature extraction
- gene networks
- gene clusters
- maximum likelihood
- face recognition
- dna microarray data
- biologically meaningful
- small number of samples
- discriminant analysis
- differentially expressed genes
- face images
- loss function
- biologically relevant
- cancer classification
- feature space
- microarray datasets
- data mining
- gene sets
- variable selection
- low dimensional
- model selection
- pairwise
- high throughput