Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning

被引:0
|
作者
Chen, Zhaoliang [1 ,2 ]
Fu, Lele [1 ,2 ]
Yao, Jie [1 ,2 ]
Guo, Wenzhong [1 ,2 ]
Plant, Claudia [3 ,4 ]
Wang, Shiping [1 ,2 ]
机构
[1] College of Computer and Data Science, Fuzhou University, Fuzhou,350116, China
[2] Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou,350116, China
[3] Faculty of Computer Science, University of Vienna, Vienna,1090, Austria
[4] Research Network Data Science @ Uni Vienna, University of Vienna, Vienna,1090, Austria
来源
arXiv | 2022年
关键词
Activation functions - Convolutional networks - Features fusions - Graph convolutional network - Graph information - Information fusion with deep learning - Multi-view datum - Multi-view learning - Network fusion - Semisupervised classification (SSC);
D O I
暂无
中图分类号
学科分类号
摘要
51
引用
收藏
相关论文
共 50 条
  • [41] MVFFNet: Multi-view feature fusion network for imbalanced ship classification
    Liang, Maohan
    Zhan, Yang
    Liu, Ryan Wen
    PATTERN RECOGNITION LETTERS, 2021, 151 : 26 - 32
  • [42] Co-Communication Graph Convolutional Network for Multi-View Crowd Counting
    Zhai, Qiang
    Yang, Fan
    Li, Xin
    Xie, Guo-Sen
    Cheng, Hong
    Liu, Zicheng
    IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25 : 5813 - 5825
  • [43] Multi-View Feature Fusion Based Four Views Model for Mammogram Classification Using Convolutional Neural Network
    Khan, Hasan Nasir
    Shahid, Ahmad Raza
    Raza, Basit
    Dar, Amir Hanif
    Alquhayz, Hani
    IEEE ACCESS, 2019, 7 : 165724 - 165733
  • [44] Heterogeneous graph convolutional network for multi-view semi-supervised classification
    Wang, Shiping
    Huang, Sujia
    Wu, Zhihao
    Liu, Rui
    Chen, Yong
    Zhang, Dell
    NEURAL NETWORKS, 2024, 178
  • [45] Multi-view Interaction Graph Convolutional Network for Semi-supervised Classification
    Wang, Yue-Tian
    Fu, Si-Chao
    Peng, Qin-Mu
    Zou, Bin
    Jing, Xiao-Yuan
    You, Xin-Ge
    Ruan Jian Xue Bao/Journal of Software, 2024, 35 (11): : 5098 - 5115
  • [46] Multi-view Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis
    Chen, Tingting
    Ma, Xinjun
    Liu, Xuechen
    Wang, Wenzhe
    Feng, Ruiwei
    Chen, Jintai
    Yuan, Chunnv
    Lu, Weiguo
    Chen, Danny Z.
    Wu, Jian
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT I, 2019, 11764 : 329 - 338
  • [47] Adaptive multi-channel contrastive graph convolutional network with graph and feature fusion
    Zhong, Luying
    Lu, Jielong
    Chen, Zhaoliang
    Song, Na
    Wang, Shiping
    INFORMATION SCIENCES, 2024, 658
  • [48] DISCRIMINATIVE MULTI-VIEW FEATURE SELECTION AND FUSION
    Liu, Yanbin
    Liao, Binbing
    Han, Yahong
    2015 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO (ICME), 2015,
  • [49] Multi-View Feature Engineering and Learning
    Dong, Jingming
    Karianakis, Nikolaos
    Davis, Damek
    Hernandez, Joshua
    Balzer, Jonathan
    Soatto, Stefano
    2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2015, : 3251 - 3260
  • [50] Multi-view Feature Fusion for Activity Classification
    Hekmat, Mitra
    Mousavi, Zahra
    Aghajan, Hamid
    ICDSC 2016: 10TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERA, 2016, : 190 - 195