Beyond K-means: Clusters Identification for GIS.
Andreas HamfeltMikael KarlssonTomas ThierfelderVladislav B. ValkovskyPublished in: IF&GIS (2011)
Keyphrases
- k means
- clustering algorithm
- hierarchical clustering
- cluster analysis
- data clustering
- fuzzy k means
- cluster centers
- unsupervised clustering
- geographic information systems
- fuzzy clustering algorithm
- self organizing maps
- agglomerative hierarchical clustering
- clustering quality
- document clustering
- constrained clustering
- clustering method
- clustering approaches
- hierarchical clustering algorithm
- fuzzy c means
- model based clustering
- clustering result
- hierarchical agglomerative clustering
- kohonen self organizing maps
- fuzzy clustering
- databases
- cluster validity
- spatial data
- graph clustering
- clustering framework
- remote sensing
- spatial data mining
- spatial databases
- affinity propagation
- clustering solutions
- data points
- partitional clustering
- hierarchical structure
- spatial clustering
- data modeling
- cluster ensemble
- data analysis
- web gis
- validity indices
- kernel based clustering
- text clustering