DBSCAN++: Towards fast and scalable density clustering

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DBSCAN++: Towards fast and scalable density clustering

31 October 2018

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Papers citing "DBSCAN++: Towards fast and scalable density clustering"

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Title
SDC-HSDD-NDSA: Structure Detecting Cluster by Hierarchical Secondary Directed Differential with Normalized Density and Self-Adaption Hao Shu 98 0 0 17 Feb 2025
Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood Bryon Aragam Ruiyi Yang 119 0 0 29 Oct 2024
Scalable Density-based Clustering with Random Projections Haochuan Xu Ninh Pham 88 1 0 24 Feb 2024
Adaptive Clustering Using Kernel Density Estimators Ingo Steinwart Bharath K. Sriperumbudur P. Thomann 33 8 0 17 Aug 2017
Density Level Set Estimation on Manifolds with DBSCAN Heinrich Jiang 57 32 0 10 Mar 2017
Density Level Sets: Asymptotics, Inference, and Visualization Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 66 99 0 21 Apr 2015
Consistent procedures for cluster tree estimation and pruning Kamalika Chaudhuri S. Dasgupta Samory Kpotufe U. V. Luxburg 59 65 0 05 Jun 2014
Cluster Trees on Manifolds Sivaraman Balakrishnan S. Narayanan Alessandro Rinaldo Aarti Singh Larry A. Wasserman 77 45 0 24 Jul 2013
Pruning nearest neighbor cluster trees Samory Kpotufe U. V. Luxburg 79 56 0 03 May 2011
Adaptive Hausdorff estimation of density level sets Aarti Singh Clayton Scott Robert D. Nowak 118 84 0 25 Aug 2009
Generalized density clustering Alessandro Rinaldo Larry A. Wasserman 113 162 0 20 Jul 2009