Lag‐related noise shrinkage stacked LSTM network for short‐term traffic flow forecasting

Abstract For the transport networks only equipped with sparse or isolated detectors, short‐term traffic flow forecasting faces the following problems: (1) there are only temporal information and no spatial information; (2) the noises in the traffic flow significantly affect the forecasting performan...

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Bibliographic Details

Published in:	IET Intelligent Transport Systems
Main Authors:	Kai Li, Weihua Bai, Shaowei Huang, Guanru Tan, Teng Zhou, Keqin Li
Format:	Article
Language:	English
Published:	Wiley 2024-02-01
Subjects:	intelligent transportation systems traffic information systems traffic modeling management and control
Online Access:	https://doi.org/10.1049/itr2.12448