MustaCHE: A Multiple Clustering Hierarchies Explorer
Summary: MustaCHE interactively visualizes multiple HDBSCAN* clustering hierarchies across a broad range of mpts values. It enables comparative exploration of parameter-sensitive cluster structures, mitigating trial-and-error selection and missed clusters. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Antonio Cavalcante Araujo Neto (University of Alberta)
- 2. Mario A. Nascimento (University of Alberta)
- 3. Joerg Sander (University of Alberta)
- 4. Ricardo J. G. B. Campello (James Cook University)
BibTeX Citation
@article{neto_vldb18,
title = {{MustaCHE: A Multiple Clustering Hierarchies Explorer}},
author = {Neto, Antonio Cavalcante Araujo and Nascimento, Mario A. and Sander, Joerg and Campello, Ricardo J. G. B.},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {12},
pages = {2058--2061},
doi = {10.14778/3229863.3236259},
url = {https://doi.org/10.14778/3229863.3236259},
year = {2018}
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 300 | OPTICS: Ordering Points To Identify the Clustering Structure | 1999 | SIGMOD | 0.00021810545 |
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