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A Short-Term Traffic Flow Prediction Model Based on an Improved Gate Recurrent Unit Neural Network

Published in IEEE Transactions on Intelligent Transportation Systems • Aug 24, 2021
Authors:
Wanneng Shu
,
Ken Cai
,
Naixue Xiong

Abstract

With the increasing demand for intelligent transportation systems, short-term traffic flow prediction has become an important research direction. The memory unit of a Long Short-Term Memory (LSTM) neural network can store data characteristics over a certain period of time, hence the suitability of t...

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