Beyond Labels: Advancing Cluster Analysis with the Entropy of Distance Distribution (EDD).
Claus MetznerAchim SchillingPatrick KraussPublished in: CoRR (2023)
Keyphrases
- cluster analysis
- categorical data
- data clustering
- clustering method
- k means
- factor analysis
- clustering algorithm
- data mining
- unsupervised learning
- correlation analysis
- partitional clustering
- cluster validity
- clustering analysis
- data mining techniques
- hierarchical latent class models
- fuzzy clustering
- distance measure
- data analysis
- random variables
- probability distribution
- fuzzy c means
- multidimensional scaling
- probabilistic model
- class labels
- distance function
- principal component analysis
- latent class models
- similarity measure