I/O efficient structural clustering and maintenance of clusters for large-scale graphs.
Jung Hyuk SeoMyoung Ho KimPublished in: Expert Syst. Appl. (2021)
Keyphrases
- graph clustering
- clustering algorithm
- cluster analysis
- hierarchical clustering
- clustering method
- overlapping clusters
- data clustering
- k means
- unsupervised clustering
- graph theoretic
- data points
- clustering scheme
- self organizing maps
- clustering result
- clustering framework
- cluster centers
- subspace clustering
- bipartite graph
- density based clustering algorithm
- clustering procedure
- model based clustering
- incremental clustering
- structural information
- density based clustering
- kernel based clustering
- inter cluster
- clustering approaches
- kohonen self organizing maps
- disjoint clusters
- homogeneous groups
- document clustering
- hierarchical clustering algorithm
- graph partitioning
- weighted graph
- arbitrary shape
- spectral clustering
- densely connected
- fuzzy k means
- agglomerative clustering
- fuzzy clustering
- intra cluster
- clustering quality
- agglomerative hierarchical clustering
- categorical data
- cluster membership
- community detection
- meaningful clusters
- cluster validation
- constrained clustering
- hierarchical agglomerative clustering
- similarity matrix
- graph matching
- similar objects
- bayesian information criterion
- validity index
- validity indices
- pairwise similarities
- search results clustering
- similarity function
- classical clustering algorithms
- clustering ensemble