A spectral clustering approach to optimally combining numericalvectors with a modular network.
Motoki ShigaIchigaku TakigawaHiroshi MamitsukaPublished in: KDD (2007)
Keyphrases
- spectral clustering
- data clustering
- clustering method
- pairwise
- graph laplacian
- similarity matrix
- clustering algorithm
- evolutionary clustering
- k means
- spectral methods
- eigendecomposition
- constrained spectral clustering
- affinity matrix
- network structure
- image segmentation
- alternative clusterings
- community structure
- graph clustering
- label propagation
- complex networks
- constrained clustering
- covariance matrix
- random walk
- learning algorithm