Weighted Fuzzy C-Means: Unsupervised Feature Selection to Realize a Target Partition

被引:0
|
作者
Sarkar, Kaushik [1 ]
Mudi, Rajani K. [2 ]
Pal, Nikhil R. [3 ]
机构
[1] Department of Electronics and Communication Engineering, Narula Institute of Technology, Kolkata, India
[2] Department of Instrumentation and Electronics Engineering, Jadavpur University, Kolkata, India
[3] Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
10.1142/S0218488524500260
中图分类号
学科分类号
摘要
Feature Selection - Fuzzy clustering - Metadata
引用
收藏
页码:1111 / 1134
相关论文
共 50 条
  • [1] Unsupervised hyperspectral feature selection based on fuzzy c-means and grey wolf optimizer
    Xie, Fuding
    Lei, Cunkuan
    Li, Fangfei
    Huang, Dan
    Yang, Jun
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (09) : 3344 - 3367
  • [2] A modified fuzzy C-means algorithm for feature selection
    Frosini, G
    Lazzerini, B
    Marcelloni, F
    [J]. PEACHFUZZ 2000 : 19TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 2000, : 148 - 152
  • [3] Modified fuzzy C-means algorithm for feature selection
    Frosini, Graziano
    Lazzerini, Beatrice
    Marcelloni, Francesco
    [J]. Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, 2000, : 148 - 152
  • [4] Further improvements in Feature-Weighted Fuzzy C-Means
    Xing, Hong-Jie
    Ha, Ming-Hu
    [J]. INFORMATION SCIENCES, 2014, 267 : 1 - 15
  • [5] Combining Fuzzy C-Means Clustering with Fuzzy Rough Feature Selection
    Zhao, Ruonan
    Gu, Lize
    Zhu, Xiaoning
    [J]. APPLIED SCIENCES-BASEL, 2019, 9 (04):
  • [6] Cancer Classification using Fuzzy C-Means with Feature Selection
    Rachman, Arvan Aulia
    Rustam, Zuherman
    [J]. 2016 12TH INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS, AND THEIR APPLICATIONS (ICMSA), 2016, : 31 - 34
  • [7] Fuzzy C-Means Text Clustering with Supervised Feature Selection
    Wang, Wei
    Wang, Chunheng
    Cui, Xia
    Wang, Ai
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 57 - 61
  • [8] A novel weighted fuzzy c-means based on feature weight learning
    Pan, Xingguang
    Wang, Lin
    Huang, Chengquan
    Wang, Shitong
    Chen, Haiqing
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (06) : 6149 - 6167
  • [10] Optimization of Fuzzy C-Means Algorithm Using Feature Selection Strategies
    Maheshwari, Kanika
    Sharma, Vivek
    [J]. INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, INDIA 2017, 2018, 672 : 368 - 379