Deciphering Clusters With a Deterministic Measure of Clustering Tendency.
Alec F. DialloPaul PatrasPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- clustering algorithm
- intra cluster
- hierarchical clustering
- overlapping clusters
- cluster analysis
- data clustering
- clustering method
- inter cluster
- clustering scheme
- fuzzy clustering
- self organizing maps
- k means
- clustering approaches
- unsupervised clustering
- clustering framework
- incremental clustering
- affinity measure
- cluster centers
- disjoint clusters
- graph clustering
- clustering result
- cluster validation
- clustering procedure
- agglomerative hierarchical clustering
- validity measures
- data points
- dissimilarity measure
- density based clustering algorithm
- agglomerative clustering
- classical clustering algorithms
- density based clustering
- similarity measure
- model based clustering
- spatial clustering
- document clustering
- arbitrary shape
- homogeneous groups
- clustering quality
- kohonen self organizing maps
- hierarchical clustering algorithm
- affinity propagation
- fuzzy k means
- high dimensional
- search results clustering
- distance measure
- high dimensional datasets
- rand index
- soft clustering
- cluster membership
- hierarchical agglomerative clustering
- subspace clustering
- highly correlated
- clustering analysis
- meaningful clusters
- data objects
- fuzzy clustering algorithm
- dissimilarity matrix
- categorical data
- dense regions
- subspace clusters
- information theoretic
- cluster validity index
- clusters of arbitrary shapes
- graph partitioning