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Keywords: traffic design , road traffic , multicomponent flow data , nonlinear urban traffic flow prediction models , urban traffic flow online prediction , traffic flow residuals , traffic planning , traffic management , target flow prediction

Short‐term traffic flow prediction of road network based on deep learning

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Han, Lei / Huang, Yi‐Shao | Wiley | 2020

Keywords: time traffic situation , short‐time network traffic flow forecasting method , traffic flow forecasting methods , road traffic , traffic engineering computing , novel short‐term traffic flow prediction , actual regional road network traffic flow data , telecommunication traffic

Effect of vehicle composition on saturation flow at signalised intersections in mixed traffic conditions

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Sushmitha, Ramireddy / Ravishankar, KVR | Wiley | 2020

Keywords: traffic volume data , saturation flow , nonlane‐based traffic conditions , vehicular traffic , road traffic control , mixed traffic flow condition , mixed traffic conditions

Advanced framework for microscopic and lane‐level macroscopic traffic parameters estimation from UAV video

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Ke, Ruimin / Feng, Shuo / Cui, Zhiyong et al. | Wiley | 2020

Keywords: traffic flow characteristics , higher‐resolution traffic data , advanced traffic sensing , aggregated macroscopic traffic data , road traffic , microscopic lane‐level macroscopic traffic parameters estimation , advanced traffic management , traffic engineering computing , traffic patterns , aggregated macroscopic traffic parameters , UAV‐based traffic sensing , modern traffic sensing research

Short‐term prediction of traffic flow under incident conditions using graph convolutional recurrent neural network and traffic simulation

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Fukuda, Shota / Uchida, Hideaki / Fujii, Hideki et al. | Wiley | 2020

Keywords: traffic incidents , traffic simulations , traffic incident information features , machine‐learning‐based traffic prediction , traffic flow , road traffic , traffic data , traffic engineering computing , traffic simulation , telecommunication traffic

Spatio‐temporal expand‐and‐squeeze networks for crowd flow prediction in metropolis

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Yang, Bing / Kang, Yan / Li, Hao et al. | Wiley | 2020

Keywords: traffic engineering computing , road traffic , crowd flow prediction , traffic flow characteristics , traffic trajectory , traffic duration

Evaluation of a variable speed limit system using a hierarchical framework under a connected vehicles environment: a case study of a field test in Seattle

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Qi, Xinzhou / Sun, Tuo / Ma, Wanjing et al. | Wiley | 2020

Keywords: traffic sensors , traffic conditions , traffic safety , continuous traffic condition , traffic flow , active traffic management strategy , road traffic , traffic operation

Field data application of a non‐lane‐based multi‐class traffic flow model

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Mohan, Ranju / Ramadurai, Gitakrishnan | Wiley | 2020

Keywords: traffic flow dynamics , multiclass traffic flow modelling , road traffic , nonlane‐based multiclass traffic flow model

Modelling heterogeneous traffic dynamics by considering the influence of V2V safety messages

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Li, Tenglong / Hui, Fei / Zhao, Xiangmo et al. | Wiley | 2020

Keywords: traffic safety , current mixed traffic flow models , road traffic , traffic engineering computing , heterogeneous traffic flow dynamics , heterogeneous traffic stability , heterogeneous traffic flow stability

Efficient deep learning based method for multi‐lane speed forecasting: a case study in Beijing

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Lu, Wenqi / Yi, Ziwei / Liu, Wan et al. | Wiley | 2020

Keywords: lane‐level traffic flow , traffic speed prediction , real‐time multilane traffic condition forecasting , deep learning based traffic prediction methods , road traffic , traffic engineering computing , multilane traffic flow prediction

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