scholarly journals Parallel Implementation of Density Peaks Clustering Algorithm Based on Spark

2017 ◽  
Vol 107 ◽  
pp. 442-447 ◽  
Author(s):  
Rui Liu ◽  
Xiaoge Li ◽  
Liping Du ◽  
Shuting Zhi ◽  
Mian Wei
Keyword(s):  
Clustering Algorithm ◽  
Parallel Implementation ◽  
Density Peaks ◽  
Density Peaks Clustering

A fast density peaks clustering algorithm with sparse search

2021 ◽  
Vol 554 ◽  
pp. 61-83
Author(s):  
Xiao Xu ◽  
Shifei Ding ◽  
Yanru Wang ◽  
Lijuan Wang ◽  
Weikuan Jia
Keyword(s):  
Clustering Algorithm ◽  
Density Peaks ◽  
Density Peaks Clustering

An improved density peaks clustering algorithm with fast finding cluster centers

2018 ◽  
Vol 158 ◽  
pp. 65-74 ◽  
Author(s):  
Xiao Xu ◽  
Shifei Ding ◽  
Zhongzhi Shi
Keyword(s):  
Clustering Algorithm ◽  
Density Peaks ◽  
Density Peaks Clustering

A robust density peaks clustering algorithm with density-sensitive similarity

2020 ◽  
Vol 200 ◽  
pp. 106028 ◽  
Author(s):  
Xiao Xu ◽  
Shifei Ding ◽  
Lijuan Wang ◽  
Yanru Wang
Keyword(s):  
Clustering Algorithm ◽  
Density Peaks ◽  
Density Peaks Clustering

A novel density peaks clustering algorithm for mixed data

2017 ◽  
Vol 97 ◽  
pp. 46-53 ◽  
Author(s):  
Mingjing Du ◽  
Shifei Ding ◽  
Yu Xue
Keyword(s):  
Clustering Algorithm ◽  
Mixed Data ◽  
Density Peaks ◽  
Density Peaks Clustering
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