Scalable Bottom-Up Hierarchical Clustering

Guru Guruganesh
Guru Guruganesh
Gokhan Mergen
Gokhan Mergen
Mert Terzihan
Mert Terzihan
Bryon Tjanaka
Bryon Tjanaka
Yuchen Wu
Yuchen Wu
Cited by: 0|Bibtex|Views29
Other Links: arxiv.org

Abstract:

Bottom-up algorithms such as the classic hierarchical agglomerative clustering, are highly effective for hierarchical as well as flat clustering. However, the large number of rounds and their sequential nature limit the scalability of agglomerative clustering. In this paper, we present an alternative round-based bottom-up hierarchical c...More

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