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DBSCAN++: Towards fast and scalable density clustering

31 October 2018

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

21 / 21 papers shown

Title
Almost Linear Time Consistent Mode Estimation and Quick Shift Clustering Sajjad Hashemian 85 0 0 11 Mar 2025
Dynamic DBSCAN with Euler Tour Sequences Seiyun Shin Ilan Shomorony Peter Macgregor 48 0 0 11 Mar 2025
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 143 0 0 29 Oct 2024
Cooperation and Federation in Distributed Radar Point Cloud Processing S. Savazzi V. Rampa Sanaz Kianoush Alberto Minora L. Costa 59 0 0 03 May 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 62 5 0 08 Apr 2024
Scalable Density-based Clustering with Random Projections Haochuan Xu Ninh Pham 104 1 0 24 Feb 2024
UniForCE: The Unimodality Forest Method for Clustering and Estimation of the Number of Clusters Georgios Vardakas Argyris Kalogeratos A. Likas 57 1 0 18 Dec 2023
Simple, Scalable and Effective Clustering via One-Dimensional Projections Moses Charikar Monika Henzinger Lunjia Hu Maximilian Vötsch Erik Waingarten 72 2 0 25 Oct 2023
Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN Yifan Wang D. Wang 46 1 0 06 Feb 2023
Bagged $k$ -Distance for Mode-Based Clustering Using the Probability of Localized Level Sets H. Hang 58 0 0 18 Oct 2022
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking Abhishek Kumar Oladayo S. Ajani Swagatam Das R. Mallipeddi OOD 26 7 0 05 Jun 2022
Fast and explainable clustering based on sorting Xinye Chen S. Güttel 50 11 0 03 Feb 2022
Fast Density Estimation for Density-based Clustering Methods Difei Cheng Ru Xu Bo Zhang Ruinan Jin TPM 55 22 0 23 Sep 2021
GBHT: Gradient Boosting Histogram Transform for Density Estimation Jingyi Cui H. Hang Yisen Wang Zhouchen Lin 50 9 0 10 Jun 2021
MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking J. Jang Heinrich Jiang 37 19 0 01 Apr 2021
Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data Youjia Zhou N. Chalapathi Archit Rathore Yaodong Zhao Bei Wang 71 18 0 06 Nov 2020
Faster DBSCAN via subsampled similarity queries Heinrich Jiang J. Jang Jakub Lacki 29 14 0 11 Jun 2020
An Algorithmic Introduction to Clustering Bernardo A. Gonzalez-Torres 25 0 0 08 Jun 2020
Theoretically-Efficient and Practical Parallel DBSCAN Yiqiu Wang Yan Gu Julian Shun 53 59 0 12 Dec 2019
DBSCAN: Optimal Rates For Density Based Clustering Daren Wang X. Lu Alessandro Rinaldo 40 15 0 09 Jun 2017