Graph Neural Network for Metapath Aggregation based on Neighborhood Similarity

被引：0
|
作者：
Wang, Dong-Yang [1 ]
Lin, Kai-Biao [1 ,2 ]
Wu, Zhi-Rong [3 ]
Lu, Jiang-Tao [1 ]
机构：
[1] School of Computer and Information Engineering Xiamen University of Technology, Xiamen,361024, China
[2] Engineering Research Center of Big Data Application in Private Health Medicine, Fujian Provincial University, Putian,351100, China
[3] Xiamen Jingpei Software engineering Co.,LTD, Xiamen,361008, China
来源：
Journal of Network Intelligence | 2023年 / 8卷 / 02期
关键词：
Graph neural networks - Heterogeneous graph - Metapath - Neighbour selections - Neighbourhood - Neighbourhood similarities - OR-networks - Real-world - Reinforcement learnings - Target nodes;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：478 / 490
相关论文
共 50 条
  • [41] Calculating the similarity between prescriptions to find their new indications based on graph neural network
    Han, Xingxing
    Xie, Xiaoxia
    Zhao, Ranran
    Li, Yu
    Ma, Pengzhen
    Li, Huan
    Chen, Fengming
    Zhao, Yufeng
    Tang, Zhishu
    CHINESE MEDICINE, 2024, 19 (01):
  • [42] Similarity-based adversarial knowledge distillation using graph convolutional neural network
    Lee, Sungjun
    Kim, Sejun
    Kim, Seong Soo
    Seo, Kisung
    ELECTRONICS LETTERS, 2022, 58 (16) : 606 - 608
  • [43] Multilayer biological network alignment based on similarity computation via Graph Neural Networks
    Cinaglia, Pietro
    JOURNAL OF COMPUTATIONAL SCIENCE, 2024, 78
  • [44] Graph neural network-based similarity relationship construction model for geospatial services
    Jin, Fengying
    Li, Rui
    Wu, Huayi
    GEO-SPATIAL INFORMATION SCIENCE, 2024, 27 (05): : 1509 - 1523
  • [45] User similarity-based graph convolutional neural network for shilling attack detection
    Zhang, Yan
    Hao, Qingbo
    Zheng, Wenguang
    Xiao, Yingyuan
    APPLIED INTELLIGENCE, 2025, 55 (05)
  • [46] SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
    Bai, Yunsheng
    Ding, Hao
    Bian, Song
    Chen, Ting
    Sun, Yizhou
    Wang, Wei
    PROCEEDINGS OF THE TWELFTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING (WSDM'19), 2019, : 384 - 392
  • [47] Heterogeneous Similarity Graph Neural Network on Electronic Health Records
    Liu, Zheng
    Li, Xiaohan
    Peng, Hao
    He, Lifang
    Yu, Philip S.
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 1196 - 1205
  • [48] Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation
    Sun, Zequn
    Wang, Chengming
    Hu, Wei
    Chen, Muhao
    Dai, Jian
    Zhang, Wei
    Qu, Yuzhong
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 222 - 229
  • [49] Spatio-Temporal Graph Neural Network for Traffic Prediction Based on Adaptive Neighborhood Selection
    Sun, HuanZhong
    Tang, XiangHong
    Lu, JianGuang
    Liu, FangJie
    TRANSPORTATION RESEARCH RECORD, 2024, 2678 (06) : 641 - 655
  • [50] Neighborhood Difference-Enhanced Graph Neural Network Based on Hypergraph for Social Bot Detection
    Shi, Shuhao
    Li, Yan
    Liu, Zihao
    Chen, Chen
    Chen, Jian
    Yan, Bin
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2024, PT II, 2025, 15032 : 76 - 90
12345