A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies.
Francisco de Assis Rodrigues dos AnjosJadson Castro GertrudesJörg SanderRicardo J. G. B. CampelloPublished in: AusDM (2018)
Keyphrases
- clustering algorithm
- intra cluster
- data clustering
- inter cluster
- hierarchical clustering
- cluster analysis
- overlapping clusters
- clustering procedure
- clustering method
- clustering approaches
- clustering framework
- k means
- disjoint clusters
- clustering result
- agglomerative hierarchical clustering
- cluster centers
- hierarchical clustering algorithm
- constrained clustering
- cluster membership
- clustering quality
- dissimilarity measure
- data points
- unsupervised clustering
- subspace clustering
- hierarchical structure
- supervised clustering
- instance level constraints
- validity measures
- document clustering
- cluster validity
- similarity measure
- fuzzy c means
- meaningful clusters
- clustering scheme
- distance measure
- cluster validation
- hierarchical agglomerative clustering
- information theoretic
- data objects
- clustering analysis
- data sets
- arbitrary shape
- fuzzy clustering
- categorical data
- overlapping clustering
- social networks
- distance metric
- self organizing maps
- outlier detection
- neighborhood information
- density based clustering
- cluster ensemble
- spectral clustering
- community detection