Spectral Clustering for Large-Scale Social Networks via a Pre-Coarsening Sampling based NystrÖm Method.
Ying KangBo YuWeiping WangDan MengPublished in: PAKDD (2) (2015)
Keyphrases
- spectral clustering
- clustering method
- pairwise
- similarity matrix
- eigendecomposition
- k means
- basis functions
- data clustering
- spectral methods
- constrained spectral clustering
- high dimensional data
- social network analysis
- machine learning
- label propagation
- constrained clustering
- affinity matrix
- evolutionary clustering