Clustering of the self-organizing map using particle swarm optimization and validity indices

被引：0
|
作者：
Department of Electrical Engineering, Federal University of Rio Grande Do Norte, Natal-RN, Brazil [1 ]
机构：
来源：
Proc Int Jt Conf Neural Networks | / 3798-3806期
关键词：
461.9 Biology - 723 Computer Software; Data Handling and Applications - 903.1 Information Sources and Analysis - 921.5 Optimization Techniques - 971 Social Sciences;
D O I：
6889954
中图分类号：
学科分类号：
摘要：
47
引用
收藏
相关论文
共 50 条
  • [31] Comparison of visualization of optimal clustering using self-organizing map and growing hierarchical self-organizing map in cellular manufacturing system
    Chattopadhyay, Manojit
    Dan, Pranab K.
    Mazumdar, Sitanath
    APPLIED SOFT COMPUTING, 2014, 22 : 528 - 543
  • [32] Self-organizing map for clustering in the graph domain
    Günter, S
    Bunke, H
    PATTERN RECOGNITION LETTERS, 2002, 23 (04) : 405 - 417
  • [33] Smoothed self-organizing map for robust clustering
    D'Urso, Pierpaolo
    De Giovanni, Livia
    Massari, Riccardo
    INFORMATION SCIENCES, 2020, 512 : 381 - 401
  • [34] Particle Swarm Optimization Based Clustering: A Comparison of Different Cluster Validity Indices
    Liu, Ruochen
    Sun, Xiaojuan
    Jiao, Licheng
    LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, PT II, 2010, 98 : 66 - 72
  • [35] Self-Organizing RBF Neural Network Using an Adaptive Gradient Multiobjective Particle Swarm Optimization
    Han, Honggui
    Wu, Xiaolong
    Zhang, Lu
    Tian, Yu
    Qiao, Junfei
    IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (01) : 69 - 82
  • [36] Comparative Study of Self-Organizing Map and Deep Self-Organizing Map using MATLAB
    Kumar, Indra D.
    Kounte, Manjunath R.
    2016 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), VOL. 1, 2016, : 1020 - 1023
  • [37] Self-Organizing Hierarchical Particle Swarm Optimization of Correlation Filters for Object Recognition
    Tehsin, Sara
    Rehman, Saad
    Bin Saeed, Muhammad Omer
    Riaz, Farhan
    Hassan, Ali
    Abbas, Muhammad
    Young, Rupert
    Alam, Mohammad S.
    IEEE ACCESS, 2017, 5 : 24495 - 24502
  • [38] Topology-Based Clustering Using Polar Self-Organizing Map
    Xu, Lu
    Chow, Tommy W. S.
    Ma, Eden W. M.
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (04) : 798 - 808
  • [39] Clustering of the protein design alphabets by using hierarchical self-organizing map
    Cheon, MY
    Chang, IS
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2004, 44 (06) : 1577 - 1580
  • [40] Component-based visual clustering using the self-organizing map
    Hussain, Mustaq
    Eakins, John P.
    NEURAL NETWORKS, 2007, 20 (02) : 260 - 273
12345