A New Incremental Pairwise Clustering Algorithm.
Sambu SeoJohannes MohrKlaus ObermayerPublished in: ICMLA (2009)
Keyphrases
- pairwise
- clustering algorithm
- spectral clustering
- incremental clustering
- incremental learning
- k means
- proximity matrix
- multi class
- incremental version
- hypergraph partitioning
- fuzzy c means
- similarity measure
- loss function
- clustering method
- markov random field
- fuzzy clustering
- similarity matrix
- belief propagation
- document clustering
- hierarchical clustering
- graph matching
- data driven
- pairwise interactions
- pairwise constraints
- higher order
- partitioning algorithm
- neural network
- mixed data
- incremental algorithms
- graph clustering
- normalized cut
- data clustering
- cluster analysis