DBSCAN++: Towards fast and scalable density clustering.
Jennifer JangHeinrich JiangPublished in: CoRR (2018)
Keyphrases
- density based clustering algorithm
- clustering algorithm
- clustering method
- k means
- density based clustering
- data clustering
- spatial clustering
- dense regions
- instance level constraints
- cluster analysis
- categorical data
- parameter free
- hierarchical clustering
- arbitrary shape
- subspace clustering
- unsupervised learning
- data mining tasks
- highly scalable
- self organizing maps
- lightweight
- low density
- cluster centroids
- nearest neighbor
- neural network