A clustering effectiveness measurement model based on merging similar clusters.
Guiqin DuanChensong ZouPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- clustering algorithm
- hierarchical clustering
- cluster analysis
- clustering quality
- homogeneous groups
- similar objects
- data clustering
- k means
- agglomerative clustering
- overlapping clusters
- clustering method
- data points
- self organizing maps
- unsupervised clustering
- model based clustering
- graph clustering
- density based clustering
- clustering scheme
- agglomerative hierarchical clustering
- fuzzy clustering
- document clustering
- clustering framework
- incremental clustering
- clustering procedure
- clustering approaches
- highly similar
- cluster centers
- merging algorithm
- intra cluster
- clustering result
- validity measures
- fuzzy k means
- unsupervised fuzzy clustering
- inter cluster
- dissimilarity matrix
- arbitrary shape
- unsupervised learning
- fuzzy clustering algorithm
- constrained clustering
- disjoint clusters
- cluster validation
- cluster membership
- kohonen self organizing maps
- high dimension space
- hierarchical clustering algorithm
- soft clustering
- heterogeneous information networks
- categorical data
- fuzzy c means
- spectral clustering
- pairwise