Biclustering of gene expression data by non-smooth non-negative matrix factorization.
Pedro Carmona-SaezRoberto D. Pascual-MarquiFrancisco TiradoJosé María CarazoAlberto D. Pascual-MontanoPublished in: BMC Bioinform. (2006)
Keyphrases
- gene expression data
- negative matrix factorization
- microarray
- gene expression
- microarray data
- matrix factorization
- gene regulatory networks
- gene expression analysis
- nonnegative matrix factorization
- document clustering
- feature selection
- analysis of gene expression data
- sparse representation
- gene expression data analysis
- high dimensionality
- data sets
- principal component analysis
- high throughput
- gene selection
- high dimensional
- biclustering algorithms
- collaborative filtering
- high dimensional data
- spectral clustering
- neural network
- knn
- experimental conditions
- databases
- gene expression data sets