A novel density peaks clustering algorithm based on Hopkins statistic.
Ruilin ZhangZhenguo MiaoYe TianHongpeng WangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- clustering algorithm
- arbitrary shape
- dense regions
- density based clustering algorithm
- cluster validity indices
- k means
- density distribution
- hough transform
- document clustering
- motion segmentation
- hierarchical clustering
- hierarchical clustering algorithm
- clustering analysis
- fuzzy c means
- data clustering
- cluster analysis
- database
- clustering method
- overlapping clusters
- low density
- mixed data
- model selection
- three dimensional
- learning algorithm
- data mining