Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution.
Binbin GuSaeed KargarFaisal NawabPublished in: EDBT (2022)
Keyphrases
- clustering algorithm
- data clustering
- hierarchical clustering
- overlapping clusters
- similar patterns
- cluster analysis
- stream clustering
- clustering scheme
- spectral clustering
- cluster membership
- clustering method
- unsupervised learning
- cluster centers
- clustering approaches
- density based clustering
- clustering framework
- constrained clustering
- temporal evolution
- k means
- clustering analysis
- clustering quality
- historical data
- pattern discovery
- outlier detection
- high dimensional data
- intra cluster
- disjoint clusters
- rough k means
- validity measures
- overlapping clustering
- density based clustering algorithm
- supervised clustering
- cluster validity
- evolving data streams
- clustering procedure
- similar objects
- neighborhood information
- pattern extraction
- arbitrary shape
- user sessions
- hierarchical clustering algorithm
- unsupervised clustering