Estimating the number of clusters via a corrected clustering instability.
Jonas M. B. HaslbeckDirk U. WulffPublished in: Comput. Stat. (2020)
Keyphrases
- clustering algorithm
- clustering method
- hierarchical clustering
- small number
- homogeneous groups
- data clustering
- cluster analysis
- cluster validity
- cluster centers
- hierarchical agglomerative clustering
- self organizing maps
- data points
- k means
- clustering scheme
- arbitrary shape
- unsupervised clustering
- overlapping clusters
- data objects
- highly correlated
- input data
- pairwise
- computational complexity