Tailoring fuzzy c-means clustering algorithm for big data using random sampling and particle swarm optimization

被引：0
|
作者：
Xianfeng, Yang [1 ]
Pengfei, Liu [2 ]
机构：
[1] School of Information Engineering, Henan Institute of Science and Technology, Henan Xinxiang, China
[2] HEBI Colleges of Vocation and Technology, Henan Hebi, China
来源：
International Journal of Database Theory and Application | 2015年 / 8卷 / 03期
关键词：
D O I：
10.14257/ijdta.2015.8.3.16
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：191 / 202
相关论文
共 50 条
  • [1] An Improved Particle Swarm Optimization With Fuzzy c-means Clustering Algorithm
    Mei Congli
    Zhou Dawei
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 2, PROCEEDINGS, 2009, : 118 - 122
  • [2] Particle swarm optimization for fuzzy c-means clustering
    Wang, Li
    Liu, Yushu
    Zhao, Xinxin
    Xu, Yuanqing
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 6055 - +
  • [3] Improved Fuzzy C-Means Clustering Algorithm Based on Particle Swarm Optimization Algorithm
    Hu, Quan
    Zheng, Kai
    Wang, Zheng
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2016, 2016, 9937 : 617 - 623
  • [4] Fuzzy Clustering Using Hybrid Fuzzy c-means and Fuzzy Particle Swarm Optimization
    Izakian, Hesam
    Abraham, Ajith
    Snasel, Vaclav
    2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 1689 - +
  • [5] Improved fuzzy C-means clustering algorithm based on fuzzy particle swarm optimization for solving data clustering problems
    Zhang, Hongkang
    Huang, Shao-Lun
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2025, 233 : 311 - 329
  • [6] An Improvement of Fuzzy C-Means Clustering using Adaptive Particle Swarm Optimization
    Chen, Shouwen
    Xu, Zhuoming
    Tang, Yan
    2015 12TH WEB INFORMATION SYSTEM AND APPLICATION CONFERENCE (WISA), 2015, : 275 - 280
  • [7] A Hybrid Clustering Algorithm Based on Fuzzy c-Means and Improved Particle Swarm Optimization
    Shouwen Chen
    Zhuoming Xu
    Yan Tang
    Arabian Journal for Science and Engineering, 2014, 39 : 8875 - 8887
  • [8] A Hybrid Clustering Algorithm Based on Fuzzy c-Means and Improved Particle Swarm Optimization
    Chen, Shouwen
    Xu, Zhuoming
    Tang, Yan
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (12) : 8875 - 8887
  • [9] Data Clustering using a Hybrid of Fuzzy C-Means and Quantum-behaved Particle Swarm Optimization
    Sengupta, Saptarshi
    Basak, Sanchita
    Peters, Richard Alan, II
    2018 IEEE 8TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2018, : 137 - 142
  • [10] Model Order Reduction Using Fuzzy C-Means Clustering and Particle Swarm Optimization
    Singh, Nitin
    Choudhary, Niraj K.
    Gautam, Rudar K.
    Tiwari, Shailesh
    SMART INNOVATIONS IN COMMUNICATION AND COMPUTATIONAL SCIENCES, VOL 2, 2019, 670 : 81 - 96
12345