A novel graph clustering method with a greedy heuristic search algorithm for mining protein complexes from dynamic and static PPI networks.
Rongquan WangCaixia WangGuixia LiuPublished in: Inf. Sci. (2020)
Keyphrases
- clustering method
- protein complexes
- protein interaction networks
- ppi networks
- protein protein interactions
- functional modules
- protein interaction
- protein protein interaction networks
- computational approaches
- cluster analysis
- protein interaction data
- biological processes
- clustering algorithm
- spectral clustering
- complex networks
- computational biology
- minimum spanning tree
- similarity measure
- graph theory
- biological networks
- frequent itemsets
- text mining
- genomic data
- document clustering
- data mining
- k means
- data mining techniques
- random walk
- itemsets
- protein sequences
- computational tools
- graph mining
- computational methods
- network topology
- pattern discovery
- sequential patterns
- gene expression
- search space
- feature selection