南方科技大学知识苑(SUSTech KC): FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting

题名	FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting
作者	Zhang，Chenhan1 ; Zhang，Shuyu2 ; Yu，James J.Q.3 ; Yu，Shui 4
发表日期	2021-12
DOI	10.1109/TII.2021.3055283
发表期刊	IEEE Transactions on Industrial Informatics 影响因子和分区
ISSN	1941-0050
卷号	17 期号:12页码:8464-8474
关键词	Deep learning federated learning graph neural networks (GNN) traffic speed forecasting
相关链接	[IEEE记录]
收录类别	SCI ; EI
学校署名	第一
EI入藏号	20210609896573
EI主题词	Data privacy ; Forecasting ; Graph structures ; Intelligent systems ; Intelligent vehicle highway systems ; Matrix algebra ; Network architecture ; Neural networks ; Speed ; Topology
EI分类号	Artificial Intelligence:723.4 ; Computer Applications:723.5 ; Algebra:921.1 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4
来源库	IEEE
全文链接	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9340313
引用统计	被引频次[WOS]：63
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/221832
专题	南方科技大学工学院_计算机科学与工程系
作者单位	1.Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China, 518055 (e-mail: zhangch@mail.sustech.edu.cn) 2., ShenZhen, China, 518055 (e-mail: 11712122@mail.sustech.edu.cn) 3.Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China, 518055 (e-mail: yujq3@sustech.edu.cn) 4., Ultimo, United States, 2007 (e-mail: shui.yu@uts.edu.au)
第一作者单位	南方科技大学
第一作者的第一单位	南方科技大学
推荐引用方式 GB/T 7714	Zhang，Chenhan,Zhang，Shuyu,Yu，James J.Q.,et al. FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting[J]. IEEE Transactions on Industrial Informatics,2021,17(12):8464-8474.
APA	Zhang，Chenhan,Zhang，Shuyu,Yu，James J.Q.,&Yu，Shui.(2021).FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting.IEEE Transactions on Industrial Informatics,17(12),8464-8474.
MLA	Zhang，Chenhan,et al."FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting".IEEE Transactions on Industrial Informatics 17.12(2021):8464-8474.