The Impact of Cluster Representatives on the Convergence of the (K)-Modes Type Clustering.
Liang BaiJiye LiangChuangyin DangFuyuan CaoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2013)
Keyphrases
- clustering algorithm
- data clustering
- hierarchical clustering
- cluster analysis
- clustering method
- cluster membership
- inter cluster
- overlapping clusters
- k means
- clustering framework
- unsupervised clustering
- cluster centers
- agglomerative hierarchical clustering
- data points
- clustering approaches
- density based clustering algorithm
- spectral clustering
- clustering quality
- intra cluster
- clustering result
- cluster validation
- clustering analysis
- clustering procedure
- data objects
- hierarchical clustering algorithm
- cluster validity
- validity measures
- density based clustering
- fuzzy clustering
- model based clustering
- clustering scheme
- similar objects
- supervised clustering
- evolutionary clustering
- disjoint clusters
- run length smoothing algorithm
- instance level constraints
- cluster labels
- cluster structure
- constrained clustering
- subspace clustering
- fuzzy c means
- meaningful clusters
- similarity matrix
- arbitrary shape
- web sessions
- self organizing maps