Joint Adaptive Graph and Structured Sparsity Regularization for Unsupervised Feature Selection

被引：0
|
作者：
Sun, Zhenzhen [1 ]
Yu, Yuanlong [2 ]
机构：
[1] College of Computer Science and Technology, HuaQiao University, Fujian, Xiamen,361021, China
[2] College of Computer and Data Science, Fuzhou University, Fujian, Fuzhou,350116, China
来源：
arXiv | 2020年
关键词：
723.2 Data Processing and Image Processing - 723.4.2 Machine Learning - 921.3 Mathematical Transformations - 921.6 Numerical Methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
39
引用
收藏
相关论文
共 50 条
  • [41] Unsupervised Feature Selection via Controllable Adaptive Graph Learning and Discriminative Feature Learning
    Huang, Pei
    Xie, Mengying
    Yang, Xiaowei
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 35 (11) : 1 - 15
  • [42] Multiple graph unsupervised feature selection
    Du, Xingzhong
    Yan, Yan
    Pan, Pingbo
    Long, Guodong
    Zhao, Lei
    [J]. SIGNAL PROCESSING, 2016, 120 : 754 - 760
  • [43] Unsupervised Feature Selection by Graph Optimization
    Zhang, Zhihong
    Bai, Lu
    Liang, Yuanheng
    Hancock, Edwin R.
    [J]. IMAGE ANALYSIS AND PROCESSING - ICIAP 2015, PT I, 2015, 9279 : 130 - 140
  • [44] Joint Adaptive Dual Graph and Feature Selection for Domain Adaptation
    Sun, Jing
    Wang, Zhihui
    Wang, Wei
    Li, Haojie
    Sun, Fuming
    Ding, Zhengming
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32 (03) : 1453 - 1466
  • [45] Joint sparse latent representation learning and dual manifold regularization for unsupervised feature selection
    Huang, Mengshi
    Chen, Hongmei
    Mi, Yong
    Luo, Chuan
    Horng, Shi-Jinn
    Li, Tianrui
    [J]. KNOWLEDGE-BASED SYSTEMS, 2023, 282
  • [46] Adaptive Structural Co-regularization for Unsupervised Multi-view Feature Selection
    Hsieh, Tsung-Yu
    Sun, Yiwei
    Wang, Suhang
    Honavar, Vasant
    [J]. 2019 10TH IEEE INTERNATIONAL CONFERENCE ON BIG KNOWLEDGE (ICBK 2019), 2019, : 87 - 96
  • [47] Adaptive graph-based generalized regression model for unsupervised feature selection
    Huang, Yanyong
    Shen, Zongxin
    Cai, Fuxu
    Li, Tianrui
    Lv, Fengmao
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 227
  • [48] Adaptive and flexible ℓ1-norm graph embedding for unsupervised feature selection
    Jiang, Kun
    Cao, Ting
    Zhu, Lei
    Sun, Qindong
    [J]. APPLIED INTELLIGENCE, 2024, 54 (22) : 11732 - 11751
  • [49] Fast unsupervised feature selection with anchor graph and l2,1-norm regularization
    Hu, Haojie
    Wang, Rong
    Nie, Feiping
    Yang, Xiaojun
    Yu, Weizhong
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (17) : 22099 - 22113
  • [50] Unsupervised Joint Feature Discretization and Selection
    Ferreira, Artur
    Figueiredo, Mario
    [J]. PATTERN RECOGNITION AND IMAGE ANALYSIS: 5TH IBERIAN CONFERENCE, IBPRIA 2011, 2011, 6669 : 200 - 207
12345