Graph representation learning in biological network

被引：0
|
作者：
Roy, Swarup [1 ]
Guzzi, Pietro Hiram [2 ]
Kalita, Jugal [3 ]
机构：
[1] Sikkim Univ, Dept Comp Applicat, Network Reconstruct & Anal NETRA Lab, Gangtok, India
[2] Magna Graecia Univ Catanzaro, Data Analyt Res Ctr, Dept Surg & Med Sci, Catanzaro, Italy
[3] Univ Colorado, Dept Sci, Colorado Springs, CO USA
来源：
FRONTIERS IN BIOINFORMATICS | 2023年 / 3卷
关键词：
graph; representation learning; embedding; complex network; regulatory network; protein network;
D O I：
10.3389/fbinf.2023.1222711
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
引用
收藏
页数：2
相关论文
共 50 条
  • [31] REPRESENTATION LEARNING METHOD OF GRAPH CONVOLUTIONAL NETWORK BASED ON STRUCTURE ENHANCEMENT
    Fu, Ningchen
    Zhao, Qin
    Miao, Yaru
    Zhang, Bo
    Wang, Dong
    COMPUTING AND INFORMATICS, 2022, 41 (06) : 1563 - 1588
  • [32] Learning graph representation with Randomized Neural Network for dynamic texture classification
    Ribas, Lucas C.
    de Mesquita Sa Junior, Jarbas Joaci
    Manzanera, Antoine
    Bruno, Odemir M.
    APPLIED SOFT COMPUTING, 2022, 114
  • [33] Multi-view Graph Neural Network for Fair Representation Learning
    Zhang, Guixian
    Yuan, Guan
    Cheng, Debo
    He, Ludan
    Bing, Rui
    Li, Jiuyong
    Zhang, Shichao
    WEB AND BIG DATA, APWEB-WAIM 2024, PT III, 2024, 14963 : 208 - 223
  • [34] Road Network Representation Learning: A Dual Graph-based Approach
    Zhang, Liang
    Long, Cheng
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2023, 17 (09)
  • [35] A recurrent graph neural network for inductive representation learning on dynamic graphs
    Yao, Hong-Yu
    Zhang, Chun-Yang
    Yao, Zhi-Liang
    Chen, C. L. Philip
    Hu, Junfeng
    PATTERN RECOGNITION, 2024, 154
  • [36] DynHEN: A heterogeneous network model for dynamic bipartite graph representation learning
    Xing, Zhezhe
    Song, Rui
    Teng, Yun
    Xu, Hao
    NEUROCOMPUTING, 2022, 508 : 47 - 57
  • [37] Graph Representation Learning for Context-Aware Network Intrusion Detection
    Premkumar, Augustine
    Schneider, Madeleine
    Spivey, Carlton
    Pavlik, John A.
    Bastian, Nathaniel D.
    ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS V, 2023, 12538
  • [38] Heterogeneous Graph Neural Network With Multi-View Representation Learning
    Shao, Zezhi
    Xu, Yongjun
    Wei, Wei
    Wang, Fei
    Zhang, Zhao
    Zhu, Feida
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35 (11) : 11476 - 11488
  • [39] DPGNN: Dual-perception graph neural network for representation learning
    Zhou, Li
    Chen, Wenyu
    Zeng, Dingyi
    Cheng, Shaohuan
    Liu, Wanlong
    Zhang, Malu
    Qu, Hong
    KNOWLEDGE-BASED SYSTEMS, 2023, 268
  • [40] A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning
    Yang, Shijie
    Li, Liang
    Wang, Shuhui
    Zhang, Weigang
    Huang, Qingming
    30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), 2017, : 7053 - 7061
12345