Research on Urban Traffic Industrial Management under Big Data: Taking Traffic Congestion as an Example

This paper establishes a prediction model of traffic flow, where three cycle dependent components are used to model three characteristics of traffic data, respectively. CNN is used to extract spatial features, and the combination of LSTM and attention mechanism is used to dynamically capture the inf...

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Bibliographic Details
Main Authors: Yi Zhang, Shuwang Yang, Hang Zhang
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2022/1615482
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