Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions

被引:0
|
作者
Liang, Yunlei [1 ]
Zhu, Jiawei [2 ]
Ye, Wen [1 ]
Gao, Song [1 ]
机构
[1] Geospatial Data Science Lab, University of Wisconsin Madison, WI, United States
[2] School of Geosciences and Info-Physics, Central South University, Changsha, China
来源
arXiv | 2022年
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Embeddings
引用
收藏
相关论文
共 18 条
  • [1] Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions
    Liang, Yunlei
    Zhu, Jiawei
    Ye, Wen
    Gao, Song
    30TH ACM SIGSPATIAL INTERNATIONAL CONFERENCE ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS, ACM SIGSPATIAL GIS 2022, 2022, : 279 - 282
  • [2] Using Community Detection for Spatial Networks
    Zalik, Krista Rizman
    Zalik, Borut
    CF '19 - PROCEEDINGS OF THE 16TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS, 2019, : 305 - 306
  • [3] Community detection in complex networks using Node2vec with spectral clustering
    Hu, Fang
    Liu, Jia
    Li, Liuhuan
    Liang, Jun
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 545
  • [4] Exploiting node metadata to predict interactions in bipartite networks using graph embedding and neural networks
    Runghen, Rogini
    Stouffer, Daniel B. B.
    Dalla Riva, Giulio V. V.
    ROYAL SOCIETY OPEN SCIENCE, 2022, 9 (08):
  • [5] Source detection on networks using spatial temporal graph convolutional networks
    Sha, Hao
    Al Hasan, Mohammad
    Mohler, George
    2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2021,
  • [6] Spectral clustering-based community detection using graph distance and node attributes
    Fengqin Tang
    Chunning Wang
    Jinxia Su
    Yuanyuan Wang
    Computational Statistics, 2020, 35 : 69 - 94
  • [7] Spectral clustering-based community detection using graph distance and node attributes
    Tang, Fengqin
    Wang, Chunning
    Su, Jinxia
    Wang, Yuanyuan
    COMPUTATIONAL STATISTICS, 2020, 35 (01) : 69 - 94
  • [8] GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning
    Liang, Yunlei
    Zhu, Jiawei
    Ye, Wen
    Gao, Song
    arXiv,
  • [9] GeoAI-enhanced community detection on spatial networks with graph deep learning
    Liang, Yunlei
    Zhu, Jiawei
    Ye, Wen
    Gao, Song
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2025, 117
  • [10] Evaluation of Anomaly Detection for Cybersecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks
    Abou Rida, Amani
    Amhaz, Rabih
    Parrend, Pierre
    COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 2, 2022, 1016 : 563 - 574