An improved hierarchical clustering method based on the k-NN and density peak clustering.
Zhicheng ShiRenzhong GuoZhigang ZhaoPublished in: Trans. GIS (2023)
Keyphrases
- clustering method
- knn
- k nearest neighbor
- hierarchical clustering
- nearest neighbor
- k means
- clustering algorithm
- k nearest neighbour
- spectral clustering
- cluster analysis
- hierarchical agglomerative
- clustering analysis
- similarity search
- fuzzy c means
- distance function
- clustering result
- clustering framework
- similarity measure
- unsupervised clustering
- classical clustering algorithms
- spatial clustering
- feature selection
- text classification
- fuzzy c means clustering
- text categorization
- document clustering
- range queries
- mixed data
- clustering approaches
- constrained clustering
- subspace clustering
- voting methods
- graph construction
- hierarchical clustering algorithm
- dissimilarity measure
- graph clustering
- affinity propagation
- data clustering
- k nearest
- fuzzy clustering method
- nearest neighbour
- neural network