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Synonyms were used for: Traffic • Traffic flow • data • flow
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    mFUND-Projekte im Porträt - 7 Fragen an ROSY

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    Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste | FID move | 2019
    Keywords: Straßenverkehr , Open-Data

    Bedarfsgerechte und wirtschaftliche öffentliche Ladeinfrastruktur – Plädoyer für ein Dynamisches NPM - Modell

    Arbeitsgruppe 5 : Verknüpfung der Verkehrs- und Energienetze, Sektorkopplung
    Bericht April 2020
    Free access
    Bundesministerium für Verkehr und digitale Infrastruktur | FID move | 2020
    Keywords: Daten , Verkehr

    Handlungsempfehlungen zur Typgenehmigung und Zertifizierung für eine vernetzte und automatisierte Mobilität

    Arbeitsgruppe 6: Standardisierung, Normung, Zertifizierung und Typgenehmigung
    Unterarbeitsgruppe: Zertifizierung und Typgenehmigung (UAG ZT)
    White Paper Mai 2020
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    Bundesministerium für Verkehr und digitale Infrastruktur | FID move | 2020
    Keywords: Daten , Verkehr

    Trajectory data-based traffic flow studies: A revisit

    Li, Li / Jiang, Rui / He, Zhengbing et al. | Elsevier | 2020
    Keywords: Traffic flow , Trajectory data , Data collection , Big data

    A critical evaluation of the Next Generation Simulation (NGSIM) vehicle trajectory dataset

    Coifman, Benjamin / Li, Lizhe | Elsevier | 2017
    Keywords: Traffic flow theory , Highway traffic , Congested traffic , Empirical data

    Empirical random phase transitions between free flow and synchronized flow at highway bottlenecks

    Dülgar, Yildirim / Molzahn, Sven-Eric / Rehborn, Hubert et al. | Taylor & Francis Verlag | 2020
    Keywords: Empirical traffic flow , probe vehicle data , three-phase traffic theory , traffic breakdown , phase transitions between free flow and synchronized flow

    Phase based jam warnings: an analysis of synchronized flow with floating car data

    Molzahn, Sven-Eric / Kerner, B. S. / Rehborn, H. | Taylor & Francis Verlag | 2020
    Keywords: Empirical traffic flow , floating car data (probe vehicle data) , synchronized flow , three-phase traffic theory

    Quantifying what goes unseen in instrumented and autonomous vehicle perception sensor data – A case study

    Wu, Mo / Coifman, Benjamin | Elsevier | 2019
    Keywords: Highway traffic , Empirical data , Microscopic data set , Traffic flow theory

    Collecting ambient vehicle trajectories from an instrumented probe vehicle

    High quality data for microscopic traffic flow studies
    Coifman, Benjamin / Wu, Mo / Redmill, Keith et al. | Elsevier | 2016
    Keywords: Highway traffic , Empirical data , Microscopic data set , Traffic flow theory , Congested traffic

    An exploration of data-driven microscopic simulation for traffic system and case study of freeway

    Liu, Han / Tian, Ye / Sun, Jian et al. | Taylor & Francis Verlag | 2023
    Keywords: traffic flow , traffic simulation , data-driven model , freeway traffic

    The similarities and differences between the empirical and experimental data: investigation on the single-lane traffic

    Jin, Cheng-Jie / Jiang, Rui / Liang, Hong-Feng et al. | Taylor & Francis Verlag | 2019
    Keywords: Traffic experiment , empirical data , traffic flow distribution

    Estimating entry counts and ATFM regulations during adverse weather conditions using machine learning

    Jardines, Aniel / Soler, Manuel / García-Heras, Javier | Elsevier | 2021
    Keywords: Air traffic flow management , Data science , ATM data

    A dynamic air traffic model for analyzing relationship patterns of traffic flow parameters in terminal airspace

    Xu, Yan / Zhang, Honghai / Liao, Zhihua et al. | Elsevier | 2016
    Keywords: Air traffic management , Air traffic flow parameters , Measurement data , Traffic simulation

    Heterogeneous traffic flow modelling: a complete methodology

    Mallikarjuna, Ch. / Rao, K. Ramachandra | Taylor & Francis Verlag | 2011
    Keywords: heterogeneous traffic , traffic flow modelling , data collection

    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

      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

    A Comparative Study of Three Multivariate Short-Term Freeway Traffic Flow Forecasting Methods With Missing Data

    Zhang, Yanru / Zhang, Yunlong | Taylor & Francis Verlag | 2016
    Keywords: Missing Data , Traffic Flow Forecasting

    Estimating traffic flow states with smart phone sensor data

    Tu, Wenwen / Xiao, Feng / Li, Lu et al. | Elsevier | 2021
    Keywords: Traffic flow state classification , Smartphone senor data

    Robust causal dependence mining in big data network and its application to traffic flow predictions

    Li, Li / Su, Xiaonan / Wang, Yanwei et al. | Elsevier | 2015
    Keywords: Big Data , Traffic flow prediction

    Large-Scale Freeway Traffic Flow Estimation Using Crowdsourced Data: A Case Study in Arizona

    Cottam, Adrian / Li, Xiaofeng / Ma, Xiaobo et al. | ASCE | 2024
    Keywords: Traffic flow estimation , Crowdsourced data

    On the value of relative flow data

    van Erp, Paul B.C. / Knoop, Victor L. / Hoogendoorn, Serge P. | Elsevier | 2019
    Keywords: Relative flow data , Cumulative flow , Traffic state estimation

    Quantifying non-recurrent traffic congestion caused by freeway work zones using archived work zone and ITS traffic data

    Chung, Younshik / Kim, Hyun / Park, Minyoung | Taylor & Francis Verlag | 2012
    Keywords: recurrent traffic congestion , non-recurrent traffic congestion , archived traffic flow data

    Data Fusion-Based Traffic Density Estimation and Prediction

    Anand, Asha / Ramadurai, Gitakrishnan / Vanajakshi, Lelitha | Taylor & Francis Verlag | 2014
    Keywords: Data Fusion , Heterogeneous Traffic Flow , Traffic Density Estimation and Prediction

    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

    An Identification Method of Traffic State Inequality for Urban Roads

    Fu, Feng Jie / Lou, Qi Feng / Wang, Bin | Trans Tech Publications | 2014
    Keywords: Traffic Flow Data , Traffic State Inequality , Traffic State Inequality Coefficient , Traffic State Evaluation , Traffic State Identification

    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

    Partial trajectory method to align and validate successive video cameras for vehicle tracking

    Coifman, Benjamin / Li, Lizhe | Elsevier | 2023
    Keywords: Traffic flow theory , Highway traffic , Empirical data , Congested traffic

    A functional approach to monitor and recognize patterns of daily traffic profiles

    Guardiola, I.G. / Leon, T. / Mallor, F. | Elsevier | 2014
    Keywords: Functional data analysis , Temporal traffic flow

    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

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

      Free access
      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

    A variational formulation for higher order macroscopic traffic flow models: Numerical investigation

    Costeseque, Guillaume / Lebacque, Jean-Patrick | Elsevier | 2014
    Keywords: Traffic flow , Lagrangian 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. | 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

      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

    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

    Assessment of non-recurrent traffic congestion caused by freeway work zones and its statistical analysis with unobserved heterogeneity

    Chung, Younshik | Elsevier | 2011
    Keywords: Recurrent traffic congestion , Non-recurrent traffic congestion , Archived traffic flow data

    Modeling heterogeneous traffic flow: A pragmatic approach

    Li, Jia / Li, Xiaopeng / Zhang, Michael et al. | Elsevier | 2017
    Keywords: Heterogeneous traffic flow , Data driven

    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

      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

    Forecasting citywide short-term turning traffic flow at intersections using an attention-based spatiotemporal deep learning model

    Jia, Tao / Cai, Chenxi | Taylor & Francis Verlag | 2023
    Keywords: turning traffic flow , trajectory data

    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

      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. | Wiley | 2017
    Keywords: data reformatting , road traffic , traffic flow data compression method , data compression , traffic engineering computing , network‐wide traffic flow data

      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

      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

    A novel model to jointly estimate delay and arrival patterns by using high-resolution signal and detection data

    Dobrota, Nemanja / Stevanovic, Aleksandar / Mitrovic, Nikola | Taylor & Francis Verlag | 2024
    Keywords: Arrival Flow Patterns , Signal Phasing and Detection Data , Traffic Signal Performance Measures

    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

      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

    Data Envelopment Analysis for Determining the Efficiency of Variant Solutions for Traffic Flow Organisation

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    Damir Budimir / Marko Šoštarić / Krešimir Vidović | DOAJ | 2019
    Keywords: data envelopment analysis , traffic flow organisation , traffic flow intersection

    Traffic Flow Prediction Using MI Algorithm and Considering Noisy and Data Loss Conditions: An Application to Minnesota Traffic Flow Prediction

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    Seyed Hadi Hosseini / Behzad Moshiri / Ashkan Rahimi-Kian et al. | DOAJ | 2014
    Keywords: traffic flow forecasting , noisy data , data loss

    Research on the Terminal Aircraft Separations Based on the History Surveillance Data

    Xia, Zheng Hong / Pan, Wei Jun / Kang, Rui | Trans Tech Publications | 2014
    Keywords: Traffic Flow , Surveillance Data

    Effects of configuration elements and traffic flow conditions on Lane-Changing rates at the weaving segments

    Ouyang, Pengying / Liu, Pan / Guo, Yanyong et al. | Elsevier | 2023
    Keywords: Traffic flow , Trajectory data

    Temporal aggregation in traffic data: implications for statistical characteristics and model choice

    Vlahogianni, Eleni / Karlaftis, Matthew | Taylor & Francis Verlag | 2011
    Keywords: data aggregation , traffic flow

    Traffic congestion and noise emissions with detailed vehicle trajectories from UAVs

    Espadaler-Clapés, Jasso / Barmpounakis, Emmanouil / Geroliminis, Nikolas | Elsevier | 2023
    Keywords: Traffic flow , Trajectory data

    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

      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

    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

      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

    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

      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

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