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J-GLOBAL ID：202202257997432257   Reference number：22A2658416

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting

A3T-GCN:トラフィック予測のための注意時間グラフ畳込みネットワーク【JST・京大機械翻訳】

Author (7)： Bai Jiandong (Beijing Institute of Tracking and Telecommunication Technology, Beijing 100094, China) ,  Zhu Jiawei (School of Geosciences and Info-Physics, Central South University, Changsha 410083, China) ,  Song Yujiao (Huawei Technologies Co., Ltd., Shenzhen 518129, China) ,  Zhao Ling (School of Geosciences and Info-Physics, Central South University, Changsha 410083, China) ,  Hou Zhixiang (College of Automotive and Mechanical Engineering, Changsha University of Science and Technology, Changsha 410114, China) ,  Du Ronghua (College of Automotive and Mechanical Engineering, Changsha University of Science and Technology, Changsha 410114, China) ,  Li Haifeng (School of Geosciences and Info-Physics, Central South University, Changsha 410083, China)
Material： ISPRS International Journal of Geo-Information (Web)
Volume： 10  Issue： 7  Page： 485  Publication year： 2021 
JST Material Number： U7212A  ISSN： 2220-9964  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Accurate real-time traffic for...

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Thesaurus term： topology ,  *graph ,  *convolution ,  *network ,  link ,  traffic flow ,  road ,  road network ,  *traffic forecast ,  effectiveness ,  taxi ,  robustness ,  recursion ,  ITS(transport)
Semi thesaurus term： 予測精度 , 【Automatic Indexing@JST】

Author keywords (4)： traffic forecasting ,  attention temporal graph convolutional network ,  spatial dependence ,  temporal dependence

JST classification (1)： Traffic surveies  (TB01031B)

Reference (42)：

• Huang, H.J. Dynamic Modeling of Urban Transportation Networks and Analysis of Its Travel Behaviors. Chin. J. Manag. 2005, 2, 18-22.
• Jian, Y.; Fan, B. Synthesis of Short-Term Traffic Flow Forecasting Research Progress. Urban Transp. China 2012, 10, 73-79.
• Jing, L.; Wei, G. A Summary of Traffic Flow Forecasting Methods. J. Highw. Transp. Res. Dev. 2004, 3, 82-85.
• Gao, L.; Liu, X.; Liu, Y.; Wang, P.; Deng, M.; Zhu, Q.; Li, H. Measuring road network topology vulnerability by ricci curvature. Phys. A Stat. Mech. Its Appl. 2019, 527, 121071.
• Dong, C.J.; Shao, C.F.; Zhuge, C.X.; Meng, M. Spatial and Temporal Characteristics for Congested Traffic on Urban Expressway. J. Beijing Univ. Technol. 2012, 38, 1242-1246, 1268.

Terms in the title (4)： トラフィック予測 ,  注意 ,  グラフ ,  畳込み