Identifying Local Clustering Structures of Evolving Social Networks Using Graph Spectra (Short Paper).
Bo JiaoYiping BaoJin WangPublished in: CollaborateCom (2018)
Keyphrases
- evolving graphs
- social networks
- graph theoretic
- graph clustering
- graph partitioning
- community discovery
- clustering algorithm
- k means
- graph model
- social network analysis
- graph structures
- clustering method
- graph theory
- self organizing maps
- small world
- weighted graph
- community detection
- social networking
- hierarchical clustering
- principal component analysis
- link prediction
- massive graphs
- graph layout
- similarity matrix
- high dimensional data
- normalized cut
- outlier detection
- web graph
- data clustering
- spectral clustering
- graph representation
- cluster analysis
- directed graph
- directed acyclic graph
- unsupervised learning
- graph construction
- relational structures
- link analysis
- data points
- information propagation
- pairwise
- communities in social networks