Traffic Flow Prediction Method Based on Seasonal Characteristics and SARIMA-NAR Model

Traffic flow is used as an essential indicator to measure the performance of the road network and a pivotal basis for road classification. However, the combined prediction model of traffic flow based on seasonal characteristics has been given little attention at present. Because the seasonal autoreg...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	You Wang, Ruxue Jia, Fang Dai, Yunxia Ye
Format:	Article
Language:	English
Published:	MDPI AG 2022-02-01
Subjects:	intelligent transportation traffic volume prediction SARIMA-NAR model time series dynamic neural network the seasonal difference
Online Access:	https://www.mdpi.com/2076-3417/12/4/2190