Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques.
Douglas L. SteinleyMichael J. BruscoPublished in: J. Classif. (2007)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- spectral clustering
- hierarchical clustering
- cluster analysis
- unsupervised clustering
- self organizing maps
- rough k means
- clustering approaches
- cluster centers
- clustering quality
- constrained clustering
- text clustering
- document clustering
- clustering analysis
- semi supervised clustering
- initial cluster centers
- neural network
- evaluation model
- evaluation method
- pairwise
- affinity propagation
- agglomerative hierarchical clustering
- partitional clustering
- fuzzy k means
- variable weighting
- similarity measure
- kohonen self organizing maps
- genetic k means algorithm