DBSCAN++: Towards fast and scalable density clustering.
Jennifer JangHeinrich JiangPublished in: ICML (2019)
Keyphrases
- density based clustering algorithm
- clustering algorithm
- clustering method
- k means
- density based clustering
- data clustering
- instance level constraints
- dense regions
- cluster analysis
- spatial clustering
- categorical data
- arbitrary shape
- parameter free
- outlier detection
- hierarchical clustering
- unsupervised learning
- highly scalable
- document clustering
- machine learning
- self organizing maps
- completely unsupervised
- probability distribution
- data points
- clustering quality
- cluster centers
- graph theoretic
- dissimilarity measure
- spectral clustering
- information theoretic