Survey of Federated Learning Models for Spatial-Temporal Mobility Applications

被引:0
|
作者
Belal, Yacine [1 ]
Ben Mokhtar, Sonia [2 ]
Haddadi, Hamed [3 ]
Wang, Jaron [4 ]
Mashhadi, Afra [4 ]
机构
[1] Computer Science, National Institute of Applied Sciences of Lyon, Villeurbanne, France
[2] Computer Science, National Institute of Applied Sciences of Lyon, Auvergne-Rh ne-Alpes, Villeurbanne, France
[3] Computing, Imperial College London, London, United Kingdom
[4] University of Washington, Seattle,WA, United States
关键词
Federated learning;
D O I
10.1145/3666089
中图分类号
学科分类号
摘要
引用
下载
收藏
相关论文
共 50 条
  • [1] An Auditing Framework for Analyzing Fairness of Spatial-Temporal Federated Learning Applications
    Mashhadi, Afra
    Tabaraei, Ali
    Zhan, Yuting
    Parizi, Reza M.
    2022 IEEE WORLD AI IOT CONGRESS (AIIOT), 2022, : 699 - 707
  • [2] Federated meta-learning for spatial-temporal prediction
    Li, Wenzhu
    Wang, Shuang
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (13): : 10355 - 10374
  • [3] Federated meta-learning for spatial-temporal prediction
    Wenzhu Li
    Shuang Wang
    Neural Computing and Applications, 2022, 34 : 10355 - 10374
  • [4] An Adaptive Federated Relevance Framework for Spatial-Temporal Graph Learning
    Zhang T.
    Liu Y.
    Shen Z.
    Xu R.
    Chen X.
    Huang X.
    Zheng X.
    IEEE Transactions on Artificial Intelligence, 2024, 5 (05): : 2227 - 2240
  • [5] Spatial-temporal Structures of Deep Learning Models for Traffic Flow Forecasting: A Survey
    Luo, Qingsong
    Zhou, Yimin
    2021 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT AUTONOMOUS SYSTEMS (ICOIAS 2021), 2021, : 187 - 193
  • [6] Defending against Poisoning Attacks in Federated Learning from a Spatial-temporal Perspective
    Gu, Zhipin
    Shi, Jiangyong
    Yang, Yuexiang
    He, Liangzhong
    2023 42ND INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS, SRDS 2023, 2023, : 25 - 34
  • [7] Federated Learning for Mobility Applications
    Gecer, Melike
    Garbinato, Benoit
    ACM COMPUTING SURVEYS, 2024, 56 (05)
  • [8] From Spatial-Temporal Cluster Relationships to Lifecycles: Framework and Mobility Applications
    Portugal, Ivens
    Alencar, Paulo
    Cowan, Donald
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 2410 - 2415
  • [9] Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis
    Chen, Xi
    Liu, Yan
    Liu, Han
    Carbonell, Jaime G.
    PROCEEDINGS OF THE TWENTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-10), 2010, : 425 - 430
  • [10] Learning spatial-temporal varying graphs with applications to climate data analysis
    School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States
    不详
    Proc Natl Conf Artif Intell, (425-430):