QuickDSC: Clustering by Quick Density Subgraph Estimation.
Xichen ZhengChengsen RenYiyang YangZhiguo GongXiang ChenZhifeng HaoPublished in: Inf. Sci. (2021)
Keyphrases
- clustering algorithm
- clustering method
- density estimation
- accurate estimation
- arbitrary shape
- k means
- density distribution
- unsupervised learning
- document clustering
- density based clustering algorithm
- density estimators
- estimation accuracy
- categorical data
- data clustering
- spectral clustering
- similarity function
- model selection
- neural network
- image segmentation
- low density
- pairwise
- search space
- data points
- graph theoretic
- probability density
- graph partitioning
- self organizing maps
- estimation algorithm
- density function
- information theoretic
- hierarchical clustering