Kernel Spectral Clustering and applications.
Rocco LangoneRaghvendra MallCarlos AlzateJohan A. K. SuykensPublished in: CoRR (2015)
Keyphrases
- spectral clustering
- kernel pca
- normalized cut
- data clustering
- pairwise
- clustering method
- laplacian matrix
- graph laplacian
- affinity matrix
- k means
- similarity matrix
- support vector
- kernel methods
- eigendecomposition
- clustering algorithm
- image segmentation
- evolutionary clustering
- pairwise constraints
- kernel function
- kernel learning
- graph partitioning
- kernel machines
- constrained spectral clustering
- alternative clusterings
- positive definite
- multiple kernel learning
- spectral methods
- similarity function
- data analysis