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Research article

First published 2020-08-31

Short-term forecasting method for dynamic traffic flow based on stochastic forest algorithm

Heniguli Wumaier, Jian Gao, Jin Zhou

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2008-10

Spatiotemporal Traffic-Flow Dependency and Short-Term Traffic Forecasting

Yang Yue, Anthony Gar-On Yeh

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2013

Reliable Short-Term Traffic Flow Forecasting for Urban Roads

Jingxin Xia, Qinghui Nie, Wei Huang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2007-1

Data Collection Time Intervals for Stochastic Short-Term Traffic Flow Forecasting

Jianhua Guo, Billy M. Williams, Brian L. Smith

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2017-8

Short-term traffic flow prediction using a self-adaptive two-dimensional forecasting method

Minghui Ma, Shidong Liang, Hui Guo [...]

Advances in Mechanical Engineering

Open access

Research article

First published 2020-11

Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables,Time Frames and Multi-Step Approaches

Bruno Fernandes, Fabio Silva, Hector Alaiz-Moreton [...]

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2024-12

DGSLSTM: Deep Gated Stacked Long Short-Term Memory Neural Network for Traffic Flow Forecasting of Transportation Networks on Big Data Environment

Rajalakshmi Gurusamy, Siva Ranjani Seenivasan

Big Data

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Research article

First published 2017

Short-Term Traffic Flow Forecasting for Urban Roads Using Data-Driven Feature Selection Strategy and Bias-Corrected Random Forests

Jishun Ou, Jingxin Xia, Yao-Jan Wu [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2019-2

A parallel spatiotemporal deep learning network for highway traffic flow forecasting

Dongxiao Han, Juan Chen, Jian Sun

International Journal of Distributed Sensor Networks

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Research article

First published 2019-03-16

Prediction of a multi-mode coupling model based on traffic flow tensor data

Huiming Duan, Yongzhi Liu, Di Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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