一种基于共享近邻的密度峰值聚类算法 (Clustering Algorithm Based on Shared Nearest Neighbors and Density Peaks).
Yizhi LiuRufeng ChengYongquan LiangPublished in: 计算机科学 (2018)
Keyphrases
- nearest neighbor
- clustering algorithm
- cluster centroids
- k nearest neighbor
- arbitrary shape
- knn
- density based clustering algorithm
- data points
- fuzzy c means
- k means
- dense regions
- nearest neighbor search
- high dimensional data
- clustering method
- decision boundary
- high dimensional spaces
- hough transform
- index structure
- mixed data
- distance function
- training set
- low density
- data clustering
- reverse nearest neighbor
- probability density
- density based clustering
- overlapping clusters
- hierarchical clustering
- spectral clustering
- machine learning
- document clustering
- pairwise
- learning algorithm