Efficient Dynamic Clustering: Capturing Patterns fromHistorical Cluster Evolution.
Binbin GuSaeed KargarFaisal NawabPublished in: CoRR (2022)
Keyphrases
- clustering algorithm
- data clustering
- cluster analysis
- similar patterns
- hierarchical clustering
- clustering method
- k means
- inter cluster
- cluster membership
- clustering approaches
- clustering framework
- overlapping clusters
- data points
- categorical data
- clustering procedure
- similar objects
- homogeneous groups
- instance level constraints
- stream clustering
- constrained clustering
- clustering analysis
- high dimensional data
- unsupervised learning
- clustering result
- unsupervised clustering
- similarity matrix
- model based clustering
- intra cluster
- arbitrary shape
- fuzzy clustering
- agglomerative hierarchical clustering
- cluster validity
- data objects
- disjoint clusters
- association rules