Density Peak Clustering Based on Cumulative Nearest Neighbors Degree and Micro Cluster Merging.
Lizhong XuJia ZhaoZhanfeng YaoAiye ShiZhe ChenPublished in: J. Signal Process. Syst. (2019)
Keyphrases
- nearest neighbor
- data points
- cluster centroids
- k nearest neighbor
- knn
- density distribution
- clustering algorithm
- distance function
- nearest neighbor search
- hierarchical agglomerative
- probability measure
- data clustering
- hierarchical clustering
- arbitrary shape
- training set
- cluster analysis
- high dimensional spaces
- high dimensional data
- dense regions
- decision boundary
- density function
- region merging
- merging algorithm
- low density
- index structure
- high dimensional