Flow-Based Clustering and Spectral Clustering: A Comparison.
Yasmin SarcheshmehPourYu TianLinli ZhangAlexander JungPublished in: ACSCC (2021)
Keyphrases
- spectral clustering
- clustering method
- k means
- data clustering
- pairwise
- similarity matrix
- clustering algorithm
- spectral methods
- evolutionary clustering
- normalized cut
- clustering quality
- graph partitioning
- nonnegative matrix factorization
- eigendecomposition
- constrained clustering
- instance level constraints
- pairwise constraints
- unsupervised clustering
- graph laplacian
- graph clustering
- affinity matrix
- clustering result
- alternative clusterings
- constrained spectral clustering
- graph construction
- similarity graph
- clustering approaches
- cluster analysis
- text classification
- classical clustering algorithms
- similarity measure