A sampling-based approach for efficient clustering in large datasets.
Georgios ExarchakisOmar OubariGregor LenzPublished in: CVPR (2022)
Keyphrases
- clustering algorithm
- clustering method
- data mining tasks
- hierarchical clustering
- k means
- sampling methods
- random sampling
- high dimensional datasets
- website
- gene expression profiles
- graph theoretic
- cluster analysis
- computationally expensive
- information theoretic
- self organizing maps
- benchmark datasets
- data points
- data structure