Non-negative matrix factorization in bioinformatics: Towards understanding biological processes.
Alberto D. Pascual-MontanoPublished in: ISCAS (2008)
Keyphrases
- negative matrix factorization
- biological processes
- biological data
- computational biology
- systems biology
- molecular biology
- gene expression
- matrix factorization
- sparse representation
- document clustering
- high throughput
- biological networks
- principal component analysis
- protein protein interactions
- biological systems
- gene regulatory networks
- text mining
- microarray
- biomedical literature
- data analysis
- protein sequences
- data mining
- machine learning
- natural language processing
- collaborative filtering
- blind source separation
- spectral clustering
- gene expression data
- statistical methods
- data integration
- knowledge discovery
- feature space
- face recognition
- clustering algorithm