Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving

被引:0
|
作者
Gui, Zhongyan [1 ,2 ]
Yang, Jing [1 ]
Xie, Zhiqiang [3 ]
机构
[1] College of Computer Science and Technology, Harbin Engineering University, Harbin,150001, China
[2] College of Medical information engineering, Heilongjiang University of Chinese medicine, Harbin,150040, China
[3] College of Computer Science and Technology, Harbin University of Science and Technology, Harbin,150080, China
来源
Knowledge-Based Systems | 2022年 / 253卷
关键词
This work is supported by the National Natural Science Foundation of China (Grant nos. 61672179 );
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Latent multi-view subspace clustering based on Laplacian regularized representation
    Guo, Wei
    Che, Hangjun
    Leung, Man-Fai
    Mu, Nankun
    Dai, Xiangguang
    Feng, Yuming
    2023 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE, ICACI, 2023,
  • [22] Tensorized latent representation with automatic dimensionality selection for multi-view clustering
    Cai, Bing
    Lu, Gui-Fu
    Guo, Xiaoxing
    Wu, Tong
    Pattern Recognition, 2025, 160
  • [23] Shared subspace learning for latent representation of multi-view data
    Zhu, Zhenfeng
    Du, Linlin
    Zhang, Lei
    Zhao, Yao
    Journal of Information Hiding and Multimedia Signal Processing, 2014, 5 (03): : 546 - 554
  • [24] Multi-view subspace clustering with a consensus tensorized scaled simplex representation
    He, Hao
    Cai, Bing
    Wang, Xinyu
    INFORMATION SCIENCES, 2025, 695
  • [25] Multi-view clustering via pairwise sparse subspace representation
    Yin, Qiyue
    Wu, Shu
    He, Ran
    Wang, Liang
    NEUROCOMPUTING, 2015, 156 : 12 - 21
  • [26] Multi-view representation learning for data stream clustering q
    Chen, Jie
    Yang, Shengxiang
    Wang, Zhu
    INFORMATION SCIENCES, 2022, 613 : 731 - 746
  • [27] Learning robust affinity graph representation for multi-view clustering
    Jing, Peiguang
    Su, Yuting
    Li, Zhengnan
    Nie, Liqiang
    INFORMATION SCIENCES, 2021, 544 : 155 - 167
  • [28] Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data
    Zhuge, Wenzhang
    Hou, Chenping
    Liu, Xinwang
    Tao, Hong
    Yi, Dongyun
    PROCEEDINGS OF THE TWENTY-EIGHTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2019, : 4482 - 4488
  • [29] Dynamic guided metric representation learning for multi-view clustering
    Zheng, Tingyi
    Zhang, Yilin
    Wang, Yuhang
    PeerJ Computer Science, 2022, 8
  • [30] Dynamic guided metric representation learning for multi-view clustering
    Zheng, Tingyi
    Zhang, Yilin
    Wang, Yuhang
    PEERJ COMPUTER SCIENCE, 2022, 8