A Probabilistic Approach for Optimizing Spectral Clustering.
Rong JinChris H. Q. DingFeng KangPublished in: NIPS (2005)
Keyphrases
- spectral clustering
- data clustering
- clustering method
- pairwise
- generative model
- similarity matrix
- image segmentation
- k means
- probabilistic model
- eigendecomposition
- graph laplacian
- affinity matrix
- alternative clusterings
- spectral methods
- evolutionary clustering
- nonnegative matrix factorization
- constrained spectral clustering
- uncertain data
- pairwise constraints
- negative matrix factorization
- data mining
- bayesian networks
- clustering algorithm
- computer vision
- graph partitioning
- laplacian matrix
- similarity measure