Spectral Clustering with Smooth Tiny Clusters.
Hengrui WangYubo ZhangMingzhi ChenTong YangPublished in: CoRR (2020)
Keyphrases
- spectral clustering
- data clustering
- clustering algorithm
- similarity matrix
- clustering quality
- unsupervised clustering
- constrained clustering
- normalized cut
- graph clustering
- pairwise
- clustering result
- clustering method
- k means
- image segmentation
- pairwise similarities
- similarity graph
- classical clustering algorithms
- cluster analysis
- affinity matrix
- evolutionary clustering
- hierarchical clustering
- eigendecomposition
- constrained spectral clustering
- nonnegative matrix factorization
- spectral methods
- graph partitioning
- subspace clustering
- graph laplacian
- clustering approaches
- pairwise constraints
- instance level constraints
- alternative clusterings
- semi supervised
- co occurrence