Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets.
Emilie RenardSamuel BrandersPierre-Antoine AbsilPublished in: WABI (2016)
Keyphrases
- independent component analysis
- microarray datasets
- independent components
- principal component analysis
- factor analysis
- microarray data
- microarray
- signal processing
- gene expression data
- gene expression
- feature selection
- blind source separation
- independent subspace analysis
- source separation
- gene selection
- feature ranking
- high dimensionality
- component analysis
- dimensionality reduction
- learning algorithm
- source signals
- neural network