Clustering proteins from interaction networks for the prediction of cellular functions.
Marie-Christine BrunCarl HerrmannAlain GuénochePublished in: BMC Bioinform. (2004)
Keyphrases
- interaction networks
- molecular interactions
- protein function prediction
- protein function
- protein protein
- protein protein interaction networks
- clustering algorithm
- systems biology
- biological processes
- k means
- gene expression profiles
- protein interaction
- gene regulatory networks
- biological networks
- document clustering
- predicting protein
- protein complexes
- biological data
- high throughput
- protein sequences
- mass spectrometry
- protein interaction networks
- self organizing maps
- computational methods
- cluster analysis
- protein structure prediction
- information theoretic
- bayesian networks
- high dimensional
- data sets
- data points
- amino acid sequences
- gene expression
- protein protein interactions
- protein structure
- complex networks