An improved density peaks clustering algorithm by automatic determination of cluster centres

Connection Science ◽

10.1080/09540091.2021.2012422 ◽

2021 ◽

pp. 1-17

Author(s):

Hui Du ◽

Yanting Hao ◽

Zhihe Wang

Keyword(s):

Clustering Algorithm ◽

Automatic Determination ◽

Density Peaks ◽

Density Peaks Clustering

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Mass-Based Density Peaks Clustering Algorithm

IFIP Advances in Information and Communication Technology - Intelligent Information Processing IX ◽

10.1007/978-3-030-00828-4_5 ◽

2018 ◽

pp. 40-48

Author(s):

Ding Ling ◽

Xu Xiao

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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A fast density peaks clustering algorithm with sparse search

Information Sciences ◽

10.1016/j.ins.2020.11.050 ◽

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

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An improved density peaks clustering algorithm with fast finding cluster centers

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.05.034 ◽

2018 ◽

Vol 158 ◽

pp. 65-74 ◽

Author(s):

Xiao Xu ◽

Shifei Ding ◽

Zhongzhi Shi

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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A novel density peaks clustering algorithm based on k nearest neighbors for improving assignment process

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2019.03.012 ◽

2019 ◽

Vol 523 ◽

pp. 702-713 ◽

Author(s):

Jianhua Jiang ◽

Yujun Chen ◽

Xianqiu Meng ◽

Limin Wang ◽

Keqin Li

Keyword(s):

Clustering Algorithm ◽

Nearest Neighbors ◽

K Nearest Neighbors ◽

Density Peaks ◽

Density Peaks Clustering

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A robust density peaks clustering algorithm with density-sensitive similarity

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106028 ◽

2020 ◽

Vol 200 ◽

pp. 106028 ◽

Author(s):

Xiao Xu ◽

Shifei Ding ◽

Lijuan Wang ◽

Yanru Wang

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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Fiber segmentation using a density-peaks clustering algorithm

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2015.7163953 ◽

2015 ◽

Author(s):

Pingjun Chen ◽

Xin Fan ◽

Ruiyang Liu ◽

Xianxuan Tang ◽

Hua Cheng

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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A Fast Density Peaks Clustering Algorithm Based on Pre-Screening

2018 IEEE International Conference on Big Data and Smart Computing (BigComp) ◽

10.1109/bigcomp.2018.00084 ◽

2018 ◽

Author(s):

Xiao Xu ◽

Shifei Ding ◽

Tongfeng Sun

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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Density Peaks Clustering Algorithm Based on Weighted k-Nearest Neighbors and Geodesic Distance

IEEE Access ◽

10.1109/access.2020.3021903 ◽

2020 ◽

Vol 8 ◽

pp. 168282-168296

Author(s):

Lina Liu ◽

Donghua Yu

Keyword(s):

Clustering Algorithm ◽

Geodesic Distance ◽

Nearest Neighbors ◽

K Nearest Neighbors ◽

Density Peaks ◽

Density Peaks Clustering

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A novel density peaks clustering algorithm for mixed data

Pattern Recognition Letters ◽

10.1016/j.patrec.2017.07.001 ◽

2017 ◽

Vol 97 ◽

pp. 46-53 ◽

Author(s):

Mingjing Du ◽

Shifei Ding ◽

Yu Xue

Keyword(s):

Clustering Algorithm ◽

Density Peaks ◽

Density Peaks Clustering

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A clustering algorithm for binary protocol data frames based on principal component analysis and density peaks clustering

2017 IEEE 17th International Conference on Communication Technology (ICCT) ◽

10.1109/icct.2017.8359837 ◽

2017 ◽

Author(s):

Xiaoyong Yan ◽

Qing Li ◽

Siyu Tao

Keyword(s):

Principal Component Analysis ◽

Clustering Algorithm ◽

Principal Component ◽

Component Analysis ◽

Density Peaks ◽

Density Peaks Clustering

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