Relating Clustering Stability to Properties of Cluster Boundaries.
Shai Ben-DavidUlrike von LuxburgPublished in: COLT (2008)
Keyphrases
- clustering algorithm
- data clustering
- hierarchical clustering
- cluster analysis
- cluster validation
- clustering quality
- arbitrary shape
- overlapping clusters
- clustering method
- k means
- clustering framework
- inter cluster
- intra cluster
- clustering procedure
- unsupervised clustering
- clustering approaches
- overlapping clustering
- cluster centers
- data points
- agglomerative hierarchical clustering
- clustering scheme
- unsupervised learning
- hierarchical agglomerative clustering
- clustering analysis
- cluster validity
- model based clustering
- disjoint clusters
- validity measures
- subspace clustering
- neighborhood information
- meaningful clusters
- self organizing maps
- spectral clustering
- fuzzy c means
- cluster membership
- hierarchical clustering algorithm
- density based clustering algorithm
- cluster structure
- run length smoothing algorithm
- evolutionary clustering
- instance level constraints
- neural network
- supervised clustering
- content similarity
- clustering result
- constrained clustering
- stability analysis
- normalized cut
- object boundaries
- data objects
- distance metric
- high dimensional data
- high dimensional