A framework for high dimensional data reduction in the microarray domain.
Ali AnaissiPaul J. KennedyMadhu GoyalPublished in: BIC-TA (2010)
Keyphrases
- microarray
- data reduction
- high dimensionality
- microarray data
- high dimensional
- gene expression data
- high throughput
- gene expression
- gene selection
- feature selection
- gene expression profiling
- data compression
- gene networks
- data sets
- least squares
- feature space
- gene ontology
- gene expression profiles
- singular value decomposition
- low dimensional
- data quality
- preprocessing
- databases
- microarray datasets
- microarray images