Forecasting Day-Ahead Traffic Flow Using Functional Time Series Approach

Forecasting Day-Ahead Traffic Flow Using Functional Time Series Approach

Nowadays, short-term traffic flow forecasting has gained increasing attention from researchers due to traffic congestion in many large and medium-sized cities that pose a serious threat to sustainable urban development. To this end, this research examines the forecasting performance of functional ti...

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Bibliographic Details
Main Authors: Ismail Shah, Izhar Muhammad, Sajid Ali, Saira Ahmed, Mohammed M. A. Almazah, A. Y. Al-Rezami
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
traffic flow forecasting
autoregressive
functional time series
Dublin airport link road
short-term prediction
functional data analysis
Online Access:https://www.mdpi.com/2227-7390/10/22/4279

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https://www.mdpi.com/2227-7390/10/22/4279

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