Fast hierarchical clustering of local density peaks via an association degree transfer method

被引：0
|
作者：
Guan, Junyi [1 ]
Li, Sheng [1 ]
He, Xiongxiong [1 ]
Zhu, Jinhui [2 ]
Chen, Jiajia [1 ]
机构：
[1] College of Information Engineering, Zhejiang University of Technology, Hangzhou,310023, China
[2] Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou,310009, China
来源：
Neurocomputing | 2021年 / 455卷
基金：
美国国家科学基金会;
关键词：
Cluster centers - Clusterings - Density peak - Hier-archical clustering - Hierarchical Clustering - KNN - Local-density - Selection methods - Sub-clusters - Transfer method;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
39
引用
收藏
页码：401 / 418
相关论文
共 50 条
  • [1] Fast hierarchical clustering of local density peaks via an association degree transfer method
    Guan, Junyi
    Li, Sheng
    He, Xiongxiong
    Zhu, Jinhui
    Chen, Jiajia
    NEUROCOMPUTING, 2021, 455 : 401 - 418
  • [2] Hierarchical clustering algorithm based on natural local density peaks
    Cai, Fapeng
    Feng, Ji
    Yang, Degang
    Chen, Zhongshang
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (11) : 7989 - 8004
  • [3] Clustering by Searching Density Peaks via Local Standard Deviation
    Xie, Juanying
    Jiang, Weiliang
    Ding, Lijuan
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2017, 2017, 10585 : 295 - 305
  • [4] Fast and general density peaks clustering
    Sieranoja, Sami
    Franti, Pasi
    PATTERN RECOGNITION LETTERS, 2019, 128 : 551 - 558
  • [5] Clustering by fast search and find of density peaks via heat diffusion
    Mehmood, Rashid
    Zhang, Guangzhi
    Bie, Rongfang
    Dawood, Hassan
    Ahmad, Haseeb
    NEUROCOMPUTING, 2016, 208 : 210 - 217
  • [6] Clustering by fast search and find of density peaks
    Rodriguez, Alex
    Laio, Alessandro
    SCIENCE, 2014, 344 (6191) : 1492 - 1496
  • [7] 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
  • [8] piRNA clustering by finding local density peaks
    Liu, Y.
    Li, A.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 34 - 34
  • [9] Clustering by fast search and merge of local density peaks for gene expression microarray data
    Mehmood, Rashid
    El-Ashram, Saeed
    Bie, Rongfang
    Dawood, Hussain
    Kos, Anton
    SCIENTIFIC REPORTS, 2017, 7
  • [10] Clustering by fast search and merge of local density peaks for gene expression microarray data
    Rashid Mehmood
    Saeed El-Ashram
    Rongfang Bie
    Hussain Dawood
    Anton Kos
    Scientific Reports, 7
12345