Active spectral clustering via iterative uncertainty reduction.
Fabian L. WauthierNebojsa JojicMichael I. JordanPublished in: KDD (2012)
Keyphrases
- spectral clustering
- pairwise
- clustering method
- data clustering
- affinity matrix
- similarity matrix
- clustering algorithm
- constrained spectral clustering
- k means
- uncertain data
- evolutionary clustering
- graph laplacian
- image segmentation
- alternative clusterings
- negative matrix factorization
- label propagation
- eigendecomposition
- pairwise constraints
- normalized cut
- spectral methods
- nonnegative matrix factorization
- laplacian matrix
- graph partitioning
- data analysis