An Aposteriorical Clusterability Criterion for k-Means++ and Simplicity of Clustering.
Mieczyslaw A. KlopotekPublished in: SN Comput. Sci. (2020)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- hierarchical clustering
- spectral clustering
- cluster analysis
- self organizing maps
- unsupervised clustering
- normalized cut
- cluster validation
- cluster centers
- text clustering
- clustering approaches
- rough k means
- document clustering
- clustering quality
- hierarchical agglomerative clustering
- genetic k means algorithm
- classical clustering algorithms
- ant based clustering
- squared euclidean distance
- minimum message length
- fuzzy k means
- agglomerative hierarchical clustering
- hierarchical clustering algorithm
- clustering result
- constrained clustering
- semi supervised clustering
- distance metric
- clustering ensemble
- instance level constraints
- probabilistic model
- cluster ensemble
- kohonen self organizing maps