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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 | IET | 2020
    Keywords: telecommunication traffic , short-time network traffic flow forecasting method , actual regional road network traffic flow data , traffic flow forecasting methods , road traffic , data processing , data compression , traffic engineering computing , road network data compression , novel short-term traffic flow prediction , time traffic situation

    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. | IET | 2015
    Keywords: data segmentation , traffic volume predictions , vehicle detector data segmentation , road traffic , traffic flow prediction , traffic volume prediction

    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. | IET | 2017
    Keywords: anonymised vehicle data , synchronised flow , empirical single vehicle probe data , free flow transitions , road traffic , floating car data , traffic breakdown , free flow

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

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    Sun, Bo / Sun, Tuo / Zhang, Yujia et al. | IET | 2020
    Keywords: multicomponent flow data , traffic management , traffic design , nonlinear urban traffic flow prediction models , urban traffic flow online prediction , traffic flow residuals , traffic planning , target flow prediction , road traffic

    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. | IET | 2019
    Keywords: traffic state identification methods , estimated traffic flow variables , real-world traffic network , traffic flow uncertainty , interval data-based k-means clustering method , traffic signal control , traffic state evolution , traffic applications , road traffic , traffic engineering computing

    Deep learning methods in transportation domain: a review

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

    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. | IET | 2020
    Keywords: microscopic lane-level macroscopic traffic parameters estimation , aggregated macroscopic traffic data , traffic patterns , real-world UAV video data , higher-resolution traffic data , modern traffic sensing research , road traffic , UAV-based traffic sensing , traffic engineering computing , advanced traffic sensing , traffic flow characteristics , advanced traffic management , aggregated macroscopic traffic parameters

    Traffic flow data compression considering burst components

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    Feng, Shuo / Ke, Ruimin / Wang, Xingmin et al. | IET | 2017
    Keywords: traffic flow data compression method , data reformatting , road traffic , 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. | IET | 2018
    Keywords: up-to-date city traffic data , traffic flow , traffic jams , vehicular traffic optimisation , vehicular traffic optimization , road traffic , smart traffic distribution , city traffic optimization

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

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    Li, Tenglong / Hui, Fei / Zhao, Xiangmo et al. | IET | 2020
    Keywords: heterogeneous traffic flow stability , data analysis , traffic safety , data mining results , field experimental data analysis , data mining , current mixed traffic flow models , heterogeneous traffic stability , road traffic , traffic engineering computing , heterogeneous traffic flow dynamics

    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. | IET | 2020
    Keywords: machine-learning-based traffic prediction , traffic flow , telecommunication traffic , traffic simulation , traffic incident information features , traffic incidents , traffic data , road traffic , traffic engineering computing , traffic simulations , training data

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

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

    Missing traffic data: comparison of imputation methods

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

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

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    Sushmitha, Ramireddy / Ravishankar, KVR | IET | 2020
    Keywords: road traffic control , mixed traffic conditions , vehicular traffic , saturation flow , mixed traffic flow condition , traffic volume data , nonlane-based traffic conditions

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

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

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

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

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

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    Li, Tao / Ni, Anning / Zhang, Chunqin et al. | IET | 2021
    Keywords: traffic data , road traffic , traffic engineering computing , term traffic congestion prediction , traffic flow data , traffic congestion state , traffic speed data

    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. | IET | 2016
    Keywords: short-term traffic prediction , data handling , ferry on-board vehicle traffic , freeway traffic flow , ferry traffic prediction , road traffic , traffic volume , data fusion

    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. | IET | 2019
    Keywords: traffic control department , origin destination flow , road traffic , urban rail transit passenger flow , traffic control , rail traffic , passenger flow data , traffic sequence , traffic engineering computing , outbreak passenger flow , traffic congestion

    Analysis of saturation flow rate at tandem intersections using field data

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    Zhao, Jing / Li, Peng / Zheng, Zhe et al. | IET | 2018
    Keywords: traffic markings , field data , road traffic control , unequal traffic distribution , saturation flow rate analysis , traffic signs , traffic capacity , saturation flow rate adjustment model

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