A Comparative Study of Two Density-Based Spatial Clustering Algorithms for Very Large Datasets.
Xin WangHoward J. HamiltonPublished in: Canadian Conference on AI (2005)
Keyphrases
- clustering algorithm
- spatial clustering
- density based clustering
- clustering method
- k means
- spatial data mining
- arbitrary shape
- clustering approaches
- document clustering
- spatial information
- spatial data
- spatio temporal
- spatial datasets
- spatio temporal patterns
- fuzzy clustering
- spatial distribution
- data clustering
- spatial relationships
- database
- spatio temporal data
- subspace clustering
- comparative study
- density based clustering algorithm
- spatial objects
- spatial and temporal
- space time
- clustering quality
- spatial features
- geographic information systems
- spatial databases
- hierarchical clustering
- cluster analysis
- consensus clustering
- agglomerative hierarchical clustering
- data mining