Merging DBSCAN and Density Peak for Robust Clustering.
Jian HouChengcong LvAihua ZhangXu EPublished in: ICANN (4) (2019)
Keyphrases
- density based clustering algorithm
- clustering algorithm
- clustering method
- k means
- density based clustering
- data clustering
- instance level constraints
- dense regions
- hierarchical clustering
- spatial clustering
- cluster analysis
- computationally efficient
- arbitrary shape
- unsupervised learning
- knowledge base
- self organizing maps
- high dimensional data
- information retrieval
- categorical data
- data mining tasks
- graph theoretic
- clustering analysis
- anomaly detection
- agglomerative clustering
- merging algorithm
- nearest neighbor