A Deep Multi-Task Learning Model for OD Traffic Flow Prediction Between Highway Stations

A Deep Multi-Task Learning Model for OD Traffic Flow Prediction Between Highway Stations

The rapid development of highways greatly affects the flow of people, finance, goods, and information between cities, and monitoring the OD flow of travel has become a very important task for intelligent transportation systems (ITS). The temporal dynamics and complex spatial correlations of OD traff...

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Bibliographic Details
Main Authors: Yaofang Zhang, Jian Chen, Jianying Rao
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
intelligent transportation
highway
OD traffic prediction
spatiotemporal characteristics
hybrid deep learning model
Online Access:https://www.mdpi.com/2076-3417/15/2/779
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