Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis.
Shameek BiswasJohn D. StoreyJoshua M. AkeyPublished in: BMC Bioinform. (2008)
Keyphrases
- singular value decomposition
- gene expression
- independent component analysis
- principal component analysis
- microarray
- gene expression data
- independent components
- dimensionality reduction
- factor analysis
- least squares
- microarray data
- blind source separation
- dimension reduction
- signal processing
- face recognition
- principal components
- discriminant analysis
- feature extraction
- feature space
- linear discriminant analysis
- genome wide
- computer vision
- data sets
- nearest neighbor
- high throughput
- similarity measure
- pattern recognition
- linear combination
- negative matrix factorization