Density Peak Clustering with connectivity estimation.
Wenjie GuoWenhai WangShunping ZhaoYunlong NiuZeyin ZhangXinggao LiuPublished in: Knowl. Based Syst. (2022)
Keyphrases
- clustering algorithm
- clustering method
- density based clustering algorithm
- data points
- density distribution
- estimation algorithm
- density estimation
- k means
- cluster analysis
- arbitrary shape
- graph theoretic
- similarity function
- feature selection
- probability density
- density function
- hierarchical clustering
- data clustering
- high dimensional data
- unsupervised learning
- spectral clustering
- document clustering
- distance metric
- data mining tasks
- robust estimation
- outlier detection
- data analysis
- accurate estimation
- parzen window
- probabilistic model