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
  • [21] Nonnegative matrix factorization with mixed hypergraph regularization for community detection
    Wu, Wenhui
    Kwong, Sam
    Zhou, Yu
    Jia, Yuheng
    Gao, Wei
    INFORMATION SCIENCES, 2018, 435 : 263 - 281
  • [22] An augmented Lagrangian alternating direction method for overlapping community detection based on symmetric nonnegative matrix factorization
    Hu, Liying
    Guo, Gongde
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 11 (02) : 403 - 415
  • [23] Nonnegative Matrix Factorization Based on Node Centrality for Community Detection
    Su, Sixing
    Guan, Jiewen
    Chen, Bilian
    Huang, Xin
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2023, 17 (06)
  • [24] Community Detection using Nonnegative Matrix Factorization with Orthogonal Constraint
    Qin, Yaoyao
    Jia, Caiyan
    Li, Yafang
    2016 EIGHTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2016, : 49 - 54
  • [25] Community Detection Based on Unified Bayesian Nonnegative Matrix Factorization
    Huang, Haihui
    Wang, Xin
    Yu, Guo
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2018, : 395 - 403
  • [26] Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization
    Wu, Wenhui
    Jia, Yuheng
    Kwong, Sam
    Hou, Junhui
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (12) : 6348 - 6361
  • [27] Structured subspace learning-induced symmetric nonnegative matrix factorization
    Qin, Yalan
    Wu, Hanzhou
    Feng, Guorui
    SIGNAL PROCESSING, 2021, 186
  • [28] Symmetric nonnegative matrix factorization: A systematic review
    Chen, Wen-Sheng
    Xie, Kexin
    Liu, Rui
    Pan, Binbin
    NEUROCOMPUTING, 2023, 557
  • [29] RANDOMIZED ALGORITHMS FOR SYMMETRIC NONNEGATIVE MATRIX FACTORIZATION
    Hayashi, Koby
    Aksoy, Sinan g.
    Ballard, Grey
    Park, Haesun
    SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2025, 46 (01) : 584 - 625
  • [30] Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach
    Wang, Wenjun
    Jiao, Pengfei
    He, Dongxiao
    Jin, Di
    Pan, Lin
    Gabrys, Bogdan
    KNOWLEDGE-BASED SYSTEMS, 2016, 110 : 121 - 134
12345