Exploring matrix factorization techniques for significant genes identification of microarray dataset.
Wei KongXiaoyang MouXiaohua HuPublished in: BIBM (2010)
Keyphrases
- matrix factorization
- microarray datasets
- gene expression
- microarray data
- collaborative filtering
- low rank
- microarray
- gene selection
- recommender systems
- missing data
- factorization methods
- gene expression data
- nonnegative matrix factorization
- feature selection
- informative genes
- factor analysis
- dna microarray
- negative matrix factorization
- high dimensionality
- microarray analysis
- gene sets
- gene clusters
- cancer classification
- high throughput
- high dimensional
- feature space