Clustering with the Levy Walk: "Hunting" for Clusters.
Benjamin SchellingClaudia PlantPublished in: ICDM Workshops (2016)
Keyphrases
- clustering algorithm
- hierarchical clustering
- overlapping clusters
- cluster analysis
- data clustering
- clustering method
- document clustering
- clustering scheme
- incremental clustering
- self organizing maps
- data points
- hierarchical clustering algorithm
- clustering approaches
- unsupervised clustering
- density based clustering
- clustering framework
- graph clustering
- k means
- cluster centers
- density based clustering algorithm
- kohonen self organizing maps
- cluster structure
- intra cluster
- clustering procedure
- agglomerative hierarchical clustering
- hierarchical agglomerative clustering
- constrained clustering
- clustering result
- clustering quality
- cluster validation
- agglomerative clustering
- fuzzy clustering
- subspace clustering
- spatial clustering
- random walk
- dissimilarity matrix
- soft clustering
- data objects
- inter cluster
- search results clustering
- disjoint clusters
- spectral clustering
- model based clustering
- cluster validity
- fuzzy k means
- unsupervised learning
- similar objects
- normalized cut
- fuzzy c means
- parameter free
- fuzzy clustering algorithm
- cluster membership
- homogeneous groups
- validity index
- validity indices
- arbitrary shape
- clusters of arbitrary shapes
- cluster ensemble