Incremental pairwise clustering for large proximity matrices.
Sambu SeoJohannes MohrNingfei LiAndreas HornKlaus ObermayerPublished in: IJCNN (2015)
Keyphrases
- pairwise
- proximity matrix
- clustering method
- incremental clustering
- clustering algorithm
- spectral clustering
- similarity function
- matrix representation
- random walk
- data clustering
- pairwise comparison
- hierarchical clustering
- similarity measure
- proximity measures
- self organizing maps
- document clustering
- k means
- incremental learning
- higher order
- point sets
- singular value decomposition
- cluster analysis
- hypergraph partitioning
- graph theoretic
- multi class
- spatially close
- dissimilarity matrix
- pairwise interactions
- data points
- pairwise constraints
- subspace clustering
- distance metric
- high order
- belief propagation