A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection

被引：0
|
作者：
Liu, Zhigang [1 ,2 ]
Luo, Xin [3 ]
机构：
[1] College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing,400065, China
[2] Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing,400714, China
[3] College of Computer and Information Science, Southwest University, Chongqing,400715, China
来源：
arXiv | 2023年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Matrix algebra
引用
收藏
相关论文
共 50 条
  • [31] Community Detection in Temporal Networks Using Triple Nonnegative Matrix Factorization
    Liu, Hai-fu
    Yuan, Li-meng-zi
    INTERNATIONAL CONFERENCE ON MATHEMATICS, MODELLING AND SIMULATION TECHNOLOGIES AND APPLICATIONS (MMSTA 2017), 2017, 215 : 499 - 505
  • [32] Link Community Detection Using Generative Model and Nonnegative Matrix Factorization
    He, Dongxiao
    Jin, Di
    Baquero, Carlos
    Liu, Dayou
    PLOS ONE, 2014, 9 (01):
  • [33] Graph Regularized Nonnegative Matrix Factorization for Community Detection in Attributed Networks
    Berahmand, Kamal
    Mohammadi, Mehrnoush
    Saberi-Movahed, Farid
    Li, Yuefeng
    Xu, Yue
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (01): : 372 - 385
  • [34] Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks
    Ma, Xiaoke
    Dong, Di
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 29 (05) : 1045 - 1058
  • [35] Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection
    Kamuhanda, Dany
    Wang, Meng
    He, Kun
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2020, 7 (05) : 1220 - 1233
  • [36] Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection
    Ye, Fanghua
    Chen, Chuan
    Zheng, Zibin
    CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2018, : 1393 - 1402
  • [37] A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization
    He, Chaobo
    Fei, Xiang
    Cheng, Qiwei
    Li, Hanchao
    Hu, Zeng
    Tang, Yong
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 9 (02) : 440 - 457
  • [38] Evolutionary nonnegative matrix factorization algorithms for community detection in dynamic networks
    Pan, Yu
    Xu, Zhixiong
    Tian, Luogeng
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 124 : 49 - 50
  • [39] Similarity Learning-Induced Symmetric Nonnegative Matrix Factorization for Image Clustering
    Yan, Wei
    Zhang, Bob
    Yang, Zuyuan
    Xie, Shengli
    IEEE ACCESS, 2019, 7 : 166380 - 166389
  • [40] A multilevel approach for nonnegative matrix factorization
    Gillis, Nicolas
    Glineur, Francois
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2012, 236 (07) : 1708 - 1723
12345