Fast Searching Density Peak Clustering Algorithm Based on Shared Nearest Neighbor and Adaptive Clustering Center.
Yi LvMandan LiuYue XiangPublished in: Symmetry (2020)
Keyphrases
- clustering algorithm
- nearest neighbor
- cluster centroids
- k means
- density based clustering algorithm
- clustering method
- arbitrary shape
- k nearest neighbor
- dense regions
- data clustering
- hierarchical clustering
- knn
- cluster analysis
- nearest neighbor queries
- clustering analysis
- data points
- overlapping clusters
- fuzzy c means
- training set
- fuzzy clustering
- high dimensional
- spectral clustering
- cluster centers
- clustering framework
- nearest neighbor search
- high dimensional data
- text clustering
- distance computation
- clustering approaches
- unsupervised clustering
- document clustering
- nearest neighbor algorithm
- clustering ensemble
- graph clustering
- mixed data
- incremental clustering
- distance function
- agglomerative clustering
- neural network
- agglomerative hierarchical clustering
- hierarchical clustering algorithm
- semi supervised clustering
- clustering quality
- data sets
- graph partitioning
- subspace clustering
- data reduction
- categorical data
- index structure
- single link
- unsupervised learning
- cluster validation
- meaningful clusters
- pairwise
- hierarchical agglomerative