Toward Efficient and Incremental Spectral Clustering via Parametric Spectral Clustering.
Jo-Chun ChenHung-Hsuan ChenPublished in: BigData (2023)
Keyphrases
- spectral clustering
- pairwise
- clustering method
- data clustering
- k means
- graph laplacian
- clustering algorithm
- constrained spectral clustering
- eigendecomposition
- similarity matrix
- image segmentation
- evolutionary clustering
- nonnegative matrix factorization
- spectral methods
- affinity matrix
- negative matrix factorization
- graph partitioning
- pairwise constraints
- clustering quality
- graph clustering
- alternative clusterings
- computer vision