Incomplete multi-view clustering based on information fusion with self-supervised learning

被引：0
|
作者：
Cai, Yilong [1 ]
Shu, Qianyu [2 ]
Zhou, Zhengchun [1 ]
Meng, Hua [1 ]
机构：
[1] School of Mathematics, Southwest Jiaotong University, Chengdu,611756, China
[2] School of Mathematical Sciences, Sichuan Normal University, Chengdu,610066, China
来源：
Information Fusion |
基金：
中国国家自然科学基金;
关键词：
Adversarial machine learning - Data accuracy - Data assimilation - Data integrity - Information fusion - Self-supervised learning - Spatio-temporal data;
D O I：
102849
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition
    Zhao, Jingyu
    Li, Ruwei
    Tian, Maocun
    An, Weidong
    NEURAL PROCESSING LETTERS, 2024, 56 (04)
  • [22] Adaptive partial graph learning and fusion for incomplete multi-view clustering
    Zheng, Xiao
    Liu, Xinwang
    Chen, Jiajia
    Zhu, En
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (01) : 991 - 1009
  • [23] Robust Multi-View Clustering With Incomplete Information
    Yang, Mouxing
    Li, Yunfan
    Hu, Peng
    Bai, Jinfeng
    Lv, Jiancheng
    Peng, Xi
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 45 (01) : 1055 - 1069
  • [24] Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering
    Huang, Zongmo
    Ren, Yazhou
    Pu, Xiaorong
    Huang, Shudong
    Xu, Zenglin
    He, Lifang
    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 7, 2023, : 7936 - 7943
  • [25] Multi-view and multi-augmentation for self-supervised visual representation learning
    Tran, Van Nhiem
    Huang, Chi-En
    Liu, Shen-Hsuan
    Aslam, Muhammad Saqlain
    Yang, Kai-Lin
    Li, Yung-Hui
    Wang, Jia-Ching
    APPLIED INTELLIGENCE, 2024, 54 (01) : 629 - 656
  • [26] Multi-view and multi-augmentation for self-supervised visual representation learning
    Van Nhiem Tran
    Chi-En Huang
    Shen-Hsuan Liu
    Muhammad Saqlain Aslam
    Kai-Lin Yang
    Yung-Hui Li
    Jia-Ching Wang
    Applied Intelligence, 2024, 54 : 629 - 656
  • [27] Incomplete Multi-view Clustering Based on Self-representation
    Jun Yin
    Jianwei Jiang
    Neural Processing Letters, 2023, 55 : 8673 - 8687
  • [28] Multi-View Collaborative Training and Self-Supervised Learning for Group Recommendation
    Wei, Feng
    Chen, Shuyu
    MATHEMATICS, 2025, 13 (01)
  • [29] Incomplete Multi-view Clustering Based on Self-representation
    Yin, Jun
    Jiang, Jianwei
    NEURAL PROCESSING LETTERS, 2023, 55 (07) : 8673 - 8687
  • [30] Generation-based Multi-view Contrast for Self-supervised Graph Representation Learning
    Han, Yuehui
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2024, 18 (05)
12345