Coresets for $k$-Means and $k$-Median Clustering and their Applications.
Sariel Har-PeledSoham MazumdarPublished in: CoRR (2018)
Keyphrases
- k means
- clustering algorithm
- data clustering
- clustering method
- hierarchical clustering
- cluster analysis
- unsupervised clustering
- spectral clustering
- self organizing maps
- document clustering
- constrained clustering
- agglomerative hierarchical clustering
- fuzzy k means
- cluster centers
- rough k means
- clustering approaches
- text clustering
- clustering analysis
- unsupervised learning
- expectation maximization
- clustering result
- clustering quality
- fuzzy c means
- high dimensional data
- clustering framework
- hierarchical agglomerative clustering
- feature space
- initial cluster centers
- variable weighting
- similarity measure