A Weighted Principal Component Analysis and Its Application to Gene Expression Data.
Joaquim F. Pinto da CostaHugo AlonsoLuis RoquePublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- gene expression data
- principal component analysis
- gene expression
- microarray
- microarray data
- dimensionality reduction
- high dimensionality
- feature selection
- data sets
- principal components
- gene regulatory networks
- gene expression analysis
- gene expression data analysis
- gene expression datasets
- high dimensional data
- feature space
- gene selection
- analysis of gene expression data
- gene expression patterns
- gene expression data sets
- microarray gene expression data
- gene expression profiling
- cancer diagnosis
- gene networks
- high dimensional
- regulatory networks
- gene expression profiles
- dna microarray
- yeast cell cycle
- cancer classification
- independent component analysis
- linear discriminant analysis
- singular value decomposition
- dna microarray data
- high throughput
- low dimensional
- microarray datasets
- biological information
- tumor classification
- data mining