Spatiotemporal attention mechanism-based multistep traffic volume prediction model for highway toll stations

Spatiotemporal attention mechanism-based multistep traffic volume prediction model for highway toll stations

As the fundamental part of other Intelligent Transportation Systems (ITS) applications, short-term traffic volume prediction plays an important role in various intelligent transportation tasks, such as traffic management, traffic signal control and route planning. Although Neural-network-based traff...

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Bibliographic Details
Main Authors: Zijing Huang, Peiqun Lin, Xukun Lin, Chuhao Zhou, Tongge Huang
Format: Article
Language:English
Published: Faculty of Transport, Warsaw University of Technology 2022-03-01
Series:Archives of Transport
Subjects:
ITS
traffic volume forecasting
attention mechanism
highway station
model interpretation
Online Access:http://aot.publisherspanel.com/gicid/01.3001.0015.8148

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