Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters.
Jure LeskovecKevin J. LangAnirban DasguptaMichael W. MahoneyPublished in: Internet Math. (2009)
Keyphrases
- community structure
- clustering algorithm
- complex networks
- densely connected
- community detection
- real world networks
- inter cluster
- social networks
- graph clustering
- hierarchical clustering
- clustering framework
- overlapping clusters
- network analysis
- cluster analysis
- intra cluster
- data clustering
- network structure
- overlapping communities
- community detection algorithms
- unsupervised clustering
- data points
- biological networks
- disjoint clusters
- clustering procedure
- bipartite networks
- cluster centers
- community discovery
- agglomerative hierarchical clustering
- scale free
- communities in social networks
- hierarchical clustering algorithm
- real world social networks
- fuzzy clustering
- subspace clustering
- constrained clustering
- k means
- hierarchical structure
- gene clusters
- clustering approaches
- arbitrary shape
- clustering quality
- cluster membership
- subspace clusters
- data objects
- fuzzy c means
- graph theory
- oracle real application