Hierarchical kernel spectral clustering.
Carlos AlzateJohan A. K. SuykensPublished in: Neural Networks (2012)
Keyphrases
- spectral clustering
- kernel pca
- normalized cut
- graph laplacian
- pairwise
- data clustering
- clustering method
- affinity matrix
- eigendecomposition
- laplacian matrix
- similarity matrix
- k means
- evolutionary clustering
- clustering algorithm
- image segmentation
- pairwise constraints
- constrained spectral clustering
- graph partitioning
- clustering quality
- kernel methods
- spectral methods
- multiple kernel learning
- kernel learning
- hierarchical clustering
- kernel function
- feature space
- support vector
- alternative clusterings
- label propagation
- constrained clustering
- data analysis
- similarity graph
- computer vision