Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.
Shuyin XiaDaowan PengDeyu MengChangqing ZhangGuoyin WangElisabeth GiemWei WeiZizhong ChenPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- k means
- clustering algorithm
- clustering method
- hierarchical clustering
- data clustering
- spectral clustering
- rough k means
- cluster analysis
- unsupervised clustering
- upper bound
- sufficient statistics
- text clustering
- document clustering
- cluster ensemble
- fuzzy k means
- clustering approaches
- fuzzy clustering algorithm
- semi supervised clustering
- instance level constraints
- clustering quality
- clustering analysis
- upper and lower bounds
- self organizing maps
- lower bound
- expectation maximization
- cluster centers
- center based clustering
- worst case
- initial cluster centers
- unsupervised learning
- genetic k means algorithm
- vision system
- agglomerative hierarchical clustering
- consensus clustering
- clustering framework
- constrained clustering
- fuzzy c means
- data sets