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JMLR
2012

Consistency and Rates for Clustering with DBSCAN

11 years 6 months ago
Consistency and Rates for Clustering with DBSCAN
We propose a simple and efficient modification of the popular DBSCAN clustering algorithm. This modification is able to detect the most interesting vertical threshold level in an automated, data-driven way. We establish both consistency and optimal learning rates for this modification.
Bharath K. Sriperumbudur, Ingo Steinwart
Added 27 Sep 2012
Updated 27 Sep 2012
Type Journal
Year 2012
Where JMLR
Authors Bharath K. Sriperumbudur, Ingo Steinwart
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