A distance-based spectral clustering approach with applications to network community detection.
Gang ShenDongmei YePublished in: J. Ind. Inf. Integr. (2017)
Keyphrases
- spectral clustering
- community detection
- complex networks
- community structure
- graph clustering
- link prediction
- label propagation
- real world networks
- community detection algorithms
- network structure
- overlapping communities
- network analysis
- information networks
- social networks
- bipartite networks
- clustering method
- data clustering
- pairwise
- networked data
- citation networks
- constrained spectral clustering
- graph laplacian
- similarity matrix
- spectral methods
- graph mining
- graph partitioning
- biological networks
- clustering algorithm
- eigendecomposition
- social network analysis
- affinity matrix
- normalized cut
- random walk
- pairwise constraints
- graph theory
- community discovery
- active learning
- image segmentation
- image processing