A graph-based cluster ensemble method to detect protein functional modules from multiple information sources.
Yuan ZhangLiang GeNan DuGuoqiang FanKebin JiaAidong ZhangPublished in: BCB (2012)
Keyphrases
- functional modules
- ensemble methods
- protein interaction networks
- multiple information sources
- protein interaction
- protein protein interactions
- protein complexes
- prediction accuracy
- information sources
- biological networks
- machine learning methods
- decision trees
- benchmark datasets
- complex networks
- information flow
- computational methods
- high throughput
- information integration
- biological processes
- gene expression
- multiple sources
- clustering algorithm
- biological data
- cluster analysis
- microarray
- semi supervised
- social networks
- systems biology
- gene expression data
- biological systems
- feature subset
- data sets
- supervised learning
- data sources
- databases