A robust algorithm for cluster initialization using uniform effect of k-Means

被引:0
|
作者
Peng, Liuqing [1 ]
Zhang, Junying [1 ]
Xu, Jin [2 ]
机构
[1] School of Computer Science and Engineering, Xidian University, Xi'an 710071, China
[2] College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
13
引用
收藏
页码:73 / 76
相关论文
共 50 条
  • [1] Cluster center initialization algorithm for K-means clustering
    Khan, SS
    Ahmad, A
    PATTERN RECOGNITION LETTERS, 2004, 25 (11) : 1293 - 1302
  • [2] Density K-means : A New Algorithm for Centers Initialization for K-means
    Lan, Xv
    Li, Qian
    Zheng, Yi
    PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE, 2015, : 958 - 961
  • [3] DETERMINISTIC INITIALIZATION OF THE K-MEANS ALGORITHM USING HIERARCHICAL CLUSTERING
    Celebi, M. Emre
    Kingravi, Hassan A.
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2012, 26 (07)
  • [4] AN EFFICIENT K-MEANS CLUSTERING INITIALIZATION USING OPTIMIZATION ALGORITHM
    Divya, V.
    Deepika, R.
    Yamini, C.
    Sobiyaa, P.
    PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATION ENGINEERING (ICACCE-2019), 2019,
  • [5] An initialization method for the K-Means algorithm using neighborhood model
    Cao, Fuyuan
    Liang, Jiye
    Jiang, Guang
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 58 (03) : 474 - 483
  • [6] Adaptive Initialization Method for K-Means Algorithm
    Yang, Jie
    Wang, Yu-Kai
    Yao, Xin
    Lin, Chin-Teng
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2021, 4
  • [7] MST-Based Cluster Initialization for K-Means
    Reddy, Damodar
    Mishra, Devender
    Jana, Prasanta K.
    ADVANCES IN COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, PT I, 2011, 131 : 329 - 338
  • [8] Automatic centroid initialization in k-means using artificial hummingbird algorithm
    Kusum Preeti
    undefined Deep
    Neural Computing and Applications, 2025, 37 (5) : 3373 - 3398
  • [9] Enhancing the K-means Algorithm Using Cluster Adjustment
    Yamout, Fadi
    2023 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE, CSCI 2023, 2023, : 307 - 311
  • [10] AN INTELLIGENT INITIALIZATION METHOD FOR THE K-MEANS CLUSTERING ALGORITHM
    Sheu, Jyh-Jian
    Chen, Wei-Ming
    Tsai, Wen-Bin
    Chu, Ko-Tsung
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (06): : 2551 - 2566