Protein Function Prediction by Spectral Clustering of Protein Interaction Network.
Kire TrivodalievIvana CingovskaSlobodan KalajdziskiPublished in: FGIT-DTA/BSBT (2011)
Keyphrases
- spectral clustering
- protein function prediction
- protein interaction networks
- protein function
- functional modules
- protein interaction data
- biological networks
- protein protein interactions
- interaction networks
- protein complexes
- complex networks
- pairwise
- clustering method
- data clustering
- protein interaction
- image segmentation
- predicting protein
- computational methods
- k means
- clustering algorithm
- biological data
- minimum spanning tree
- biological systems
- microarray
- gene ontology
- social networks
- amino acids
- multi label
- high throughput
- systems biology
- gene regulatory networks
- protein structure
- statistical methods
- gene expression profiles
- cluster analysis
- link prediction
- high precision
- binding sites
- machine learning
- community detection