Density Peaks Clustering Algorithm Based on Shared Neighbor Degree and Probability Assignment

被引：0
|
作者：
Zhu, Hongxiang [1 ]
Wu, Genxiu [1 ]
Wang, Zhaohui [1 ]
机构：
[1] School of Mathematics and Statistics, Jiangxi Normal University, Nanchang,330022, China
来源：
Computer Engineering and Applications | / 60卷 / 12期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
K-means clustering
引用
下载
收藏
页码：74 / 90
相关论文
共 50 条
  • [1] Density peaks clustering based on mutual neighbor degree
    Zhao J.
    Yao Z.-F.
    Lyu L.
    Fan T.-H.
    Kongzhi yu Juece/Control and Decision, 2021, 36 (03): : 543 - 552
  • [2] Density peaks clustering algorithm based on fuzzy and weighted shared neighbor for uneven density datasets
    Zhao, Jia
    Wang, Gang
    Pan, Jeng-Shyang
    Fan, Tanghuai
    Lee, Ivan
    PATTERN RECOGNITION, 2023, 139
  • [3] Density Peaks Clustering Based on Weighted Local Density Sequence and Nearest Neighbor Assignment
    Yu, Donghua
    Liu, Guojun
    Guo, Maozu
    Liu, Xiaoyan
    Yao, Shuang
    IEEE ACCESS, 2019, 7 : 34301 - 34317
  • [4] An Improved Clustering Algorithm Based on Density and Shared Nearest Neighbor
    Ye, Hanmin
    Lv, Hao
    Sun, Qianting
    2016 IEEE INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2016, : 37 - 40
  • [5] Shared-nearest-neighbor-based clustering by fast search and find of density peaks
    Liu, Rui
    Wang, Hong
    Yu, Xiaomei
    INFORMATION SCIENCES, 2018, 450 : 200 - 226
  • [6] An improved density peaks clustering algorithm based on natural neighbor with a merging strategy
    Ding, Shifei
    Du, Wei
    Xu, Xiao
    Shi, Tianhao
    Wang, Yanru
    Li, Chao
    INFORMATION SCIENCES, 2023, 624 : 252 - 276
  • [7] ND-S: an oversampling algorithm based on natural neighbor and density peaks clustering
    Guo, Ming
    Lu, Jia
    JOURNAL OF SUPERCOMPUTING, 2023, 79 (08): : 8668 - 8698
  • [8] ND-S: an oversampling algorithm based on natural neighbor and density peaks clustering
    Ming Guo
    Jia Lu
    The Journal of Supercomputing, 2023, 79 : 8668 - 8698
  • [9] Evolving data stream clustering algorithm based on the shared nearest neighbor density
    Gao, Bing, 1703, University of Science and Technology Beijing (36):
  • [10] Density peaks clustering algorithm with nearest neighbor optimization for data with uneven density distribution
    Chen W.-C.
    Zhao J.
    Xiao R.-B.
    Wang H.
    Cui Z.-H.
    Kongzhi yu Juece/Control and Decision, 2024, 39 (03): : 919 - 928
12345