Stable Biclustering of Gene Expression Data with Nonnegative Matrix Factorizations.
Liviu BadeaDoina TiliveaPublished in: IJCAI (2007)
Keyphrases
- gene expression data
- matrix factorization
- nonnegative matrix factorization
- data matrix
- factor matrices
- microarray
- tensor factorization
- gene expression
- collaborative filtering
- microarray data
- recommender systems
- gene regulatory networks
- negative matrix factorization
- data sets
- feature selection
- missing data
- gene expression analysis
- gene expression datasets
- gene selection
- analysis of gene expression data
- low rank
- microarray gene expression data
- regulatory networks
- gene expression data analysis
- simultaneous clustering
- high dimensional data
- high dimensionality
- cancer classification
- gene expression profiles
- high dimensional
- dna microarray
- least squares
- gene expression data sets
- rows and columns
- biclustering algorithms
- microarray data analysis
- microarray datasets
- binary matrix
- original data
- high throughput