A new hybrid method based on partitioning-based DBSCAN and ant clustering.
Hua JiangJing LiShenghe YiXiangyang WangXin HuPublished in: Expert Syst. Appl. (2011)
Keyphrases
- clustering algorithm
- clustering method
- k means
- density based clustering
- data clustering
- density based clustering algorithm
- clustering scheme
- instance level constraints
- spatial clustering
- ant based clustering
- graph partitioning
- categorical data
- data partitioning
- spectral clustering
- hierarchical clustering
- cluster analysis
- graph theoretic
- simultaneous clustering
- clustering analysis
- ant colony optimization
- similarity function
- document clustering
- information theoretic
- unsupervised learning
- pairwise
- knowledge discovery
- nearest neighbor
- hierarchical tree
- clustering framework
- outlier detection
- similarity matrix
- arbitrary shape
- ant colony
- fuzzy clustering