Quantum algorithm for MMNG-based DBSCAN

Abstract DBSCAN is a famous density-based clustering algorithm that can discover clusters with arbitrary shapes without the minimal requirements of domain knowledge to determine the input parameters. However, DBSCAN is not suitable for databases with different local-density clusters and is also a ve...

Full description

Bibliographic Details
Main Authors: Xuming Xie, Longzhen Duan, Taorong Qiu, Junru Li
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-95156-7