Ultra-DPC: Ultra-scalable and Index-Free Density Peak Clustering.
Luyao MaGeping YangXiang ChenYiyang YangZhiguo GongZhifeng HaoPublished in: APWeb/WAIM (4) (2023)
Keyphrases
- high speed
- clustering algorithm
- clustering method
- k means
- density based clustering algorithm
- unsupervised learning
- parameter free
- multidimensional data
- data clustering
- database
- distance metric
- spectral clustering
- categorical data
- index structure
- cluster validity
- low density
- document clustering
- graph theoretic
- hierarchical clustering
- cluster analysis
- real time