Comparative Study of k-means and k-Means++ Clustering Algorithms on Crime Domain.
Bashar AubaidanMasnizah MohdMohammed AlbaredPublished in: J. Comput. Sci. (2014)
Keyphrases
- k means
- comparative study
- clustering algorithm
- data clustering
- cluster analysis
- clustering method
- self organizing maps
- spectral clustering
- unsupervised clustering
- fuzzy c means
- initial cluster centers
- document clustering
- expectation maximization
- cluster centers
- domain independent
- hierarchical clustering
- clustering analysis
- hierarchical clustering algorithms
- fuzzy clustering
- clustering result
- rough k means
- center based clustering
- constrained clustering
- clustering approaches
- clustering quality
- neural network
- social networks