Robust Semi-Supervised Community Detection Based on Symmetric Nonnegative Matrix Factorization

被引:0
|
作者
Xie, Wenyun [1 ]
Peng, Siyuan [1 ]
Yang, Zhijing [1 ]
机构
[1] School of Information Engineering, Guangdong University of Technology, Guangzhou, China
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Covariance matrix - Gaussian noise (electronic) - Non-negative matrix factorization - Self-supervised learning
引用
收藏
页码:55 / 61
相关论文
共 50 条
  • [21] Semi-Supervised Speech Enhancement Combining Nonnegative Matrix Factorization and Robust Principal Component Analysis
    Hu, Yonggang
    Zhang, Xiongwei
    Zou, Xia
    Sun, Meng
    Zheng, Yunfei
    Min, Gang
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2017, E100A (08) : 1714 - 1719
  • [22] Protein complex detection based on semi-supervised matrix factorization
    Wu, Junxian
    Lin, Mingxiong
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 8205 - 8208
  • [23] Laplace Nonnegative Matrix Factorization with Application to Semi-supervised Audio Denoising
    Tanji, Hiroki
    Murakami, Takahiro
    Kamata, Hiroyuki
    2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2019,
  • [24] Semi-supervised nonnegative matrix factorization with positive and negative label propagations
    Wang, Changpeng
    Zhang, Jiangshe
    Wu, Tianjun
    Zhang, Meng
    Shi, Guang
    APPLIED INTELLIGENCE, 2022, 52 (09) : 9739 - 9750
  • [25] Semi-supervised nonnegative matrix factorization with label propagation and constraint propagation
    Mo, Yuanjian
    Li, Xiangli
    Mei, Jianping
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 133
  • [26] Adaptive Multi-view Semi-supervised Nonnegative Matrix Factorization
    Wang, Jing
    Wang, Xiao
    Tian, Feng
    Liu, Chang Hong
    Yu, Hongchuan
    Liu, Yanbei
    NEURAL INFORMATION PROCESSING, ICONIP 2016, PT II, 2016, 9948 : 435 - 444
  • [27] Semi-supervised nonnegative matrix factorization with pairwise constraints for image clustering
    Zhang, Ying
    Li, Xiangli
    Jia, Mengxue
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 13 (11) : 3577 - 3587
  • [28] Robust self supervised symmetric nonnegative matrix factorization to the graph clustering
    Ru, Yi
    Gruninger, Michael
    Dou, Yangliu
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [29] Semi-supervised nonnegative matrix factorization with positive and negative label propagations
    Changpeng Wang
    Jiangshe Zhang
    Tianjun Wu
    Meng Zhang
    Guang Shi
    Applied Intelligence, 2022, 52 : 9739 - 9750
  • [30] Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization
    Cai, Hao
    Liu, Bo
    Xiao, Yanshan
    Lin, LuYue
    KNOWLEDGE-BASED SYSTEMS, 2019, 182