Canonical Correlation Analysis Using Small Number of Samples.
Hye-Seung LeePublished in: Commun. Stat. Simul. Comput. (2007)
Keyphrases
- canonical correlation analysis
- small number of samples
- microarray data
- high dimensionality
- huge number
- training samples
- canonical correlations
- least squares
- partial least squares
- equivalence relationship
- gene selection
- feature selection
- data sets
- gene expression data
- dimensionality reduction
- high dimensional
- microarray
- feature space
- image sequences
- dimensionality reduction methods
- training data
- face recognition
- decision trees
- image processing
- neural network
- database
- kernel cca