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Research article

First published 2023-06-01

Spatial-temporal gated graph convolutional network: a new deep learning framework for long-term traffic speed forecasting

Dongping Zhang, Hao Lan, Zhennan Ma [...]

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

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Research article

First published 2023-3

Multiadaptive Spatiotemporal Flow Graph Neural Network for Traffic Speed Forecasting

Yaobin Xu, Weitang Liu, Tingyun Mao [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2010

Real-Time Short-Term Traffic Speed Level Forecasting and Uncertainty Quantification Using Layered Kalman Filters

Jianhua Guo, Billy M. Williams

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2015-1

Multiple-Step Traffic Speed Forecasting Strategy for Winter Freeway Operations

Seoungbum Kim, Heesub Rim, Cheol Oh [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2023-12

Forecasting Traffic Speed during Daytime from Google Street View Images using Deep Learning

Junfeng Jiao, Huihai Wang

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2026-1

Identification and Adjustment of Implausible Outputs of Machine Learning Models for Enhancing the Reliability of Switching Time Predictions for Traffic-Actuated Signals

Kevin Heckmann, Jannik Budde, Robert Hoyer

Transportation Research Record: Journal of the Transportation Research Board

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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 2014-1

Short-Term Freeway Speed Profiling Based on Longitudinal Spatiotemporal Dynamics

Jianjiang Yang, Lee D. Han, Phillip B. Freeze [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-9

Graph-Partitioning-Based Diffusion Convolutional Recurrent Neural Network for Large-Scale Traffic Forecasting

Tanwi Mallick, Prasanna Balaprakash, Eric Rask [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2016

Short-Term Traffic States Forecasting Considering Spatial–Temporal Impact on an Urban Expressway

Peng Chen, Chuan Ding, Guangquan Lu [...]

Transportation Research Record: Journal of the Transportation Research Board

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