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Research on traffic flow prediction with multiscale temporal awareness and graph diffusion attention networks

CAO Jie ZHANG Pengcheng ZHANG Hong HOU Liang CHEN Zuohan

High Technology Letters2025，Vol.31Issue(4)：P.383-396,14.

High Technology Letters2025，Vol.31Issue(4)：P.383-396,14.DOI:10.3772/j.issn.1006-6748.2025.04.008

Research on traffic flow prediction with multiscale temporal awareness and graph diffusion attention networks

CAO Jie ¹ZHANG Pengcheng ¹ZHANG Hong ¹HOU Liang ¹CHEN Zuohan¹

作者信息

1. College of Computer and Communication,Lanzhou University of Technology,Lanzhou 730050,P.R.China
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摘要

关键词

intelligent transportation/traffic flow prediction/graph attention network/multiscale isometric convolution/bi-level routing attention

分类

交通工程

引用本文复制引用

CAO Jie,ZHANG Pengcheng,ZHANG Hong,HOU Liang,CHEN Zuohan..Research on traffic flow prediction with multiscale temporal awareness and graph diffusion attention networks[J].High Technology Letters,2025,31(4):P.383-396,14.

基金项目

Supported by the by Key R&D Program of Gansu Province(No.23YFGA0063) （No.23YFGA0063）

the Key Talent Project of Gansu Province(No.2024RCXM57,2024RCXM22) （No.2024RCXM57,2024RCXM22）

the Major Science and Technology Special Program of Gansu Province(No.25ZYJA037). （No.25ZYJA037）

High Technology Letters

ISSN：1006-6748

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