Local vs global interactions in clustering algorithms: Advances over K-means.
Wesam BarbakhColin FyfePublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2008)
Keyphrases
- k means
- clustering algorithm
- data clustering
- cluster analysis
- constrained clustering
- clustering method
- spectral clustering
- unsupervised clustering
- initial cluster centers
- center based clustering
- recent advances
- fuzzy c means
- artificial intelligence
- document clustering
- global information
- clustering quality
- agglomerative hierarchical clustering
- partitional clustering
- data mining
- clustering analysis
- supervised classification
- duplicate detection
- clustering approaches
- clustering result
- clustering framework
- hierarchical agglomerative clustering
- fuzzy k means
- self organizing maps