DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts.
Junyi GuanSheng LiXiaojun ChenXiongxiong HeJiajia ChenPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- density based clustering algorithm
- clustering algorithm
- arbitrary shape
- data clustering
- cluster analysis
- dense regions
- k means
- density distribution
- clustering method
- cluster centroids
- tree structure
- hierarchical clustering
- density function
- unsupervised learning
- fuzzy clustering
- cluster centers
- data points
- overlapping clusters
- tree construction
- high dimensional data
- cluster membership
- clustering result
- constrained clustering
- unsupervised clustering
- ensemble learning
- subspace clustering
- clustering procedure
- agglomerative hierarchical clustering
- cluster validation
- pruning algorithms
- spectral clustering
- nearest neighbor
- feature selection