ParChain: a framework for parallel hierarchical agglomerative clustering using nearest-neighbor chain
<jats:p>This paper studies the hierarchical clustering problem, where the goal is to produce a dendrogram that represents clusters at varying scales of a data set. We propose the ParChain framework for designing parallel hierarchical agglomerative clustering (HAC) algorithms, and using the fra...
| Main Authors: | , , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
VLDB Endowment
2022
|
| Online Access: | https://hdl.handle.net/1721.1/143883 |