Robust Processing of Microarray Data by Independent Component Analysis.
Francisco Díaz PérezRaul MalutanPedro GómezMaría Victoria Rodellar BiargeCarlos García PuntonetPublished in: IWANN (2005)
Keyphrases
- independent component analysis
- microarray data
- microarray
- principal component analysis
- gene expression
- factor analysis
- data sets
- independent components
- gene selection
- high dimensional
- gene expression data
- independent subspace analysis
- blind source separation
- signal processing
- feature selection
- microarray data analysis
- source separation
- cluster analysis
- small number of samples
- gene sets
- dimensionality reduction
- nearest neighbor
- knn
- feature space
- feature extraction
- component analysis
- gene ontology
- microarray datasets
- face recognition
- source signals
- high dimensionality
- action recognition