Mining gene expression data by interpreting principal components.
Joseph C. RodenBrandon W. KingDiane TroutAli MortazaviBarbara J. WoldChristopher E. HartPublished in: BMC Bioinform. (2006)
Keyphrases
- principal components
- gene expression data
- gene expression
- microarray
- principal component analysis
- dimensionality reduction
- microarray data
- high dimensionality
- gene expression analysis
- gene expression datasets
- high dimensional data
- gene selection
- high dimensional
- gene expression data analysis
- microarray gene expression data
- feature selection
- data sets
- analysis of gene expression data
- cancer diagnosis
- principal component regression
- gene regulatory networks
- gene expression profiles
- pattern mining
- data mining
- gene networks
- high throughput
- gene expression profiling
- microarray datasets
- cancer classification
- neural network
- covariance matrix
- knowledge discovery
- image processing
- machine learning
- regulatory networks
- systems biology
- low dimensional
- pattern recognition
- clustering gene expression data