flow-based clustering and spectral clustering: a comparison.
Yasmin SarcheshmehpourYu TianLinli ZhangAlexander JungPublished in: CoRR (2022)
Keyphrases
- spectral clustering
- clustering method
- data clustering
- k means
- clustering algorithm
- pairwise
- evolutionary clustering
- clustering quality
- spectral methods
- similarity matrix
- instance level constraints
- constrained spectral clustering
- alternative clusterings
- normalized cut
- graph partitioning
- pairwise constraints
- unsupervised clustering
- affinity matrix
- graph clustering
- graph laplacian
- object recognition
- image segmentation
- nonnegative matrix factorization
- graph construction
- dimensionality reduction
- pairwise similarities
- principal component analysis
- spectral relaxation
- image processing