Asymptotic properties of hierarchical clustering in high-dimensional settings.
Kento EgashiraKazuyoshi YataMakoto AoshimaPublished in: J. Multivar. Anal. (2024)
Keyphrases
- hierarchical clustering
- asymptotic properties
- high dimensional
- fixed point
- clustering method
- single linkage
- low dimensional
- high dimensionality
- similarity search
- clustering algorithm
- incremental clustering
- hierarchical clustering algorithm
- nearest neighbor
- agglomerative hierarchical clustering
- multi dimensional
- partitional clustering
- feature space
- correlation clustering
- single link
- microarray data
- text clustering
- gene expression data
- dimensionality reduction
- k means
- clustering approaches
- metric space
- data sets
- data points
- hierarchical clustering algorithms
- data mining
- cluster ensemble
- model based clustering
- high dimensional data