Online Clustering on the Line with Square Cost Variable Sized Clusters.
Gabriella DivékiPublished in: Acta Cybern. (2013)
Keyphrases
- clustering algorithm
- variable sized
- hierarchical clustering
- overlapping clusters
- cluster analysis
- data clustering
- clustering method
- self organizing maps
- unsupervised clustering
- graph clustering
- k means
- clustering approaches
- document clustering
- clustering scheme
- incremental clustering
- data points
- clustering framework
- clustering quality
- disjoint clusters
- fuzzy clustering
- intra cluster
- stream clustering
- online learning
- soft clustering
- clustering result
- agglomerative hierarchical clustering
- density based clustering algorithm
- kohonen self organizing maps
- model based clustering
- classical clustering algorithms
- density based clustering
- cluster structure
- subspace clustering
- hierarchical clustering algorithm
- cluster centers
- arbitrary shape
- constrained clustering
- affinity propagation
- fuzzy k means
- line segments
- inter cluster
- agglomerative clustering
- cluster membership
- spatial clustering
- cluster validation
- clustering procedure
- bayesian information criterion
- unsupervised learning
- clustering analysis
- homogeneous groups
- normalized cut
- validity measures
- high dimensional
- fuzzy c means
- affinity measure
- total cost
- categorical data
- search costs
- arbitrary shaped
- evolving data streams
- hierarchical agglomerative clustering