Research on automatic parameter selection and parallelization of DBSCAN algorithm

Author:

Ma Xuan1,Liu Huiyong1

Affiliation:

1. College of Computing, Beijing University of Posts and Telecommunications, Beijing, China

Publisher

ACM

Reference13 articles.

1. Ester M Kriegel H P Sander J etal A density-based algorithm for discovering clusters in large spatial databases with noise[C]//Kdd. 1996 96(34): 226--231. Ester M Kriegel H P Sander J et al. A density-based algorithm for discovering clusters in large spatial databases with noise[C]//Kdd. 1996 96(34): 226--231.

2. Rong Qiusheng Yan Junbiao Guo Guoqiang. Research and Implementation of Clustering Algorithm Based on DBSCAN[J] Journal of Computer Applications 2004(04):45--46+61. Rong Qiusheng Yan Junbiao Guo Guoqiang. Research and Implementation of Clustering Algorithm Based on DBSCAN[J] Journal of Computer Applications 2004(04):45--46+61.

3. Birant D Kut A. ST-DBSCAN: An algorithm for clustering spatial--temporal data[J]. Data & knowledge engineering 2007 60(1): 208--221. Birant D Kut A. ST-DBSCAN: An algorithm for clustering spatial--temporal data[J]. Data & knowledge engineering 2007 60(1): 208--221.

4. Li Jie Gao Xin-bo Jiao Li-cheng. A Ga-based Clustering Algorithm for large Data Sets with Mixed Numerical and Categorical Values.[J] Journal of Electronics & Information Technology 2004 26(8): 1203--1209. Li Jie Gao Xin-bo Jiao Li-cheng. A Ga-based Clustering Algorithm for large Data Sets with Mixed Numerical and Categorical Values.[J] Journal of Electronics & Information Technology 2004 26(8): 1203--1209.

5. Duan L Xu L Guo F etal A local-density based spatial clustering algorithm with noise[J]. Information systems 2007 32(7): 978--986. Duan L Xu L Guo F et al. A local-density based spatial clustering algorithm with noise[J]. Information systems 2007 32(7): 978--986.

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1. Research on location planning of 5G base station based on DBSCAN clustering algorithm;2023 IEEE 2nd International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA);2023-02-24

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