A new nonparametric interpoint distance-based measure for assessment of clustering.
Soumita ModakPublished in: CoRR (2022)
Keyphrases
- distance measure
- outlier detection
- clustering method
- clustering algorithm
- k means
- dissimilarity measure
- information theoretic
- graph theoretic
- density estimation
- quality measures
- data sets
- similar objects
- data driven
- cluster analysis
- dirichlet process mixture models
- nonparametric regression
- proximity measures
- quality assessment
- correlation coefficient
- similarity function
- hierarchical clustering
- spectral clustering
- data objects
- data clustering
- distance metric
- anomaly detection
- model selection
- data points
- pairwise
- similarity measure