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Research article

First published 2020

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 2026-3

A time-delay aggregation transformer model for traffic flow forecasting

Hong Zhang, Jiaoyun Wei, Xijun Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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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 2017-6

Spatiotemporal variable and parameter selection using sparse hybrid genetic algorithm for traffic flow forecasting

Xiaobo Chen, Zhongjie Wei, Xiang Liu [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2025-11

Research on traffic flow forecasting based on interactive dynamic meta-graph learning

Hong Zhang, Siyu Zhu, Xijun Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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

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Research article

First published 2025-10

Spatiotemporal Adaptive Hybrid Graph Convolutional Networks for Traffic Flow Forecasting

Peng Zhang, Zheheng Liu, Yu Tang

Transportation Research Record: Journal of the Transportation Research Board

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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 1996-1

Multiple-Interval Freeway Traffic Flow Forecasting

Brian L. Smith, Michael J. Demetsky

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2015-12

Comparative analysis for traffic flow forecasting models with real-life data in Beijing

Yaping Rong, Xingchen Zhang, Xuesong Feng [...]

Advances in Mechanical Engineering

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