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Synonyms were used for: Traffic • Traffic flow • data • flow
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    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 , data processing , data compression , traffic engineering computing , road network data compression , novel short‐term traffic flow prediction , actual regional road network traffic flow data , telecommunication traffic

    Segmentation of vehicle detector data for improved k‐nearest neighbours‐based traffic flow prediction

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    Bernaś, Marcin / Płaczek, Bartłomiej / Porwik, Piotr et al. | Wiley | 2015
    Keywords: traffic volume prediction , vehicle detector data segmentation , data segmentation , traffic volume predictions , traffic flow prediction , road traffic

    Analysis of speed disturbances in empirical single vehicle probe data before traffic breakdown

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    Molzahn, Sven‐Eric / Kerner, Boris S. / Rehborn, Hubert et al. | Wiley | 2017
    Keywords: synchronised flow , traffic breakdown , anonymised vehicle data , road traffic , free flow , empirical single vehicle probe data , free flow transitions , floating car data

    Interval data‐based k ‐means clustering method for traffic state identification at urban intersections

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    Rao, Wenming / Xia, Jingxin / Lyu, Weitao et al. | Wiley | 2019
    Keywords: traffic flow uncertainty , traffic applications , traffic state evolution , traffic signal control , traffic state identification methods , road traffic , real‐world traffic network , traffic engineering computing , estimated traffic flow variables , interval data‐based k‐means clustering method

    Urban traffic flow online prediction based on multi‐component attention mechanism

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    Sun, Bo / Sun, Tuo / Zhang, Yujia et al. | Wiley | 2020
    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

    Deep learning methods in transportation domain: a review

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    Nguyen, Hoang / Kieu, Le‐Minh / Wen, Tao et al. | Wiley | 2018
    Keywords: big data generation , traffic signal control , road traffic , traffic data , traffic incident processing , traffic engineering computing , Big Data , traffic flow forecasting , transportation data

    Traffic flow data compression considering burst components

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    Feng, Shuo / Ke, Ruimin / Wang, Xingmin et al. | Wiley | 2017
    Keywords: data reformatting , road traffic , traffic flow data compression method , data compression , traffic engineering computing , network‐wide traffic flow data

    Vehicular traffic optimisation and even distribution using ant colony in smart city environment

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    Rehman, Abdul / Mazhar Rathore, Muhammad / Paul, Anand et al. | Wiley | 2018
    Keywords: up‐to‐date city traffic data , vehicular traffic optimisation , traffic flow , road traffic , traffic jams , smart traffic distribution , city traffic optimization , vehicular traffic optimization

    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 , real‐world UAV video 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

    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: data analysis , data mining , traffic safety , current mixed traffic flow models , data mining results , road traffic , traffic engineering computing , heterogeneous traffic flow dynamics , field experimental data analysis , heterogeneous traffic stability , heterogeneous traffic flow stability

    Prediction of traffic volume by mining traffic sequences using travel time based PrefixSpan

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    Ganapathy, Jayanthi / Paramasivam, Jothilakshmi | Wiley | 2019
    Keywords: traffic congestion , traffic congestion reduction , traffic pattern analysis , road traffic , traffic sequences mining , traffic flow analysis , traffic engineering computing , different traffic condition , traffic sequence rules , traffic volume prediction , data driven computational methods , data mining , frequent traffic sequence pattern , peak hour traffic sequences , traffic behaviour , real‐time traffic volume data , generated traffic sequence

    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 , training data , traffic simulation , 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

    Missing traffic data: comparison of imputation methods

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    Li, Yuebiao / Li, Zhiheng / Li, Li | Wiley | 2014
    Keywords: data imputation methods , traffic flow data prediction , traffic management applications , road traffic control , traffic engineering computing , traffic control applications , missing traffic data estimation

    Wavelet‐based short‐term forecasting with improved threshold recognition for urban expressway traffic conditions

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    Xiangxue, Wang / Lunhui, Xu | Wiley | 2018
    Keywords: urban expressway traffic conditions , multisource travel speed data , hybrid multiscale traffic speed forecasting method , traffic condition index , three‐phase traffic flow theory , wavelet‐based short‐term flow forecasting , traffic threshold recognition algorithm , traffic flow prediction , traffic flow threshold identification , road traffic control , traffic status , three‐phase traffic flow transition , data‐driven mixed models

    Spatial–temporal traffic outlier detection by coupling road level of service

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    Yujun, Chen / Juhua, Pu / Jiahong, Du et al. | Wiley | 2019
    Keywords: traffic congestion level , traffic anomalies , data mining , traffic flow , traffic outliers , road traffic , traffic engineering computing , road flow , spatial–temporal traffic outlier detection , road traffic congestion estimation

    Short‐term traffic congestion prediction with Conv–BiLSTM considering spatio‐temporal features

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    Li, Tao / Ni, Anning / Zhang, Chunqin et al. | Wiley | 2020
    Keywords: traffic flow data , traffic congestion state , traffic speed data , road traffic , traffic data , term traffic congestion prediction , traffic engineering computing

    Hybrid short‐term prediction of traffic volume at ferry terminal based on data fusion

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    Zhang, Weibin / Tang, Jinjun / Kristian, Henrickson et al. | Wiley | 2016
    Keywords: traffic volume , data fusion , ferry on‐board vehicle traffic , road traffic , short‐term traffic prediction , ferry traffic prediction , data handling , freeway traffic flow

    Urban rail transit passenger flow forecast based on LSTM with enhanced long‐term features

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    Yang, Dan / Chen, Kairun / Yang, Mengning et al. | Wiley | 2019
    Keywords: traffic control , traffic congestion , road traffic , traffic control department , traffic engineering computing , origin destination flow , outbreak passenger flow , traffic sequence , urban rail transit passenger flow , passenger flow data , rail traffic

    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 , field data application

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