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keywords:(Traffic flow data)

    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

    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

    A novel algorithm for ship characteristic points extraction based on density clustering

    Li, Weifeng / Zhang, Haoda / Shi, Guoyou et al. | Taylor & Francis Verlag | 2024
    Keywords: Ship traffic flow , data mining

    A Modeling Method for Complex Traffic Flow on Highways Based on the Fusion of Heterogeneous Data from Multiple Sensors

    Liu, Shaoweihua / Tang, Yunyan / He, Yiliu et al. | ASCE | 2024
    Keywords: Heterogeneous sensor data fusion , Traffic flow modeling

    Analysis of Air Traffic Time Predictability for International ATFM

    Brown, Mark / Hirabayashi, Hiroko / Imuta, Takashi et al. | Springer Verlag | 2024
    Keywords: Air Traffic Flow Management , Flight data analysis , Cross-boundary air traffic , International air traffic

    Multistep Ahead Taxi-Out Time Prediction Using Long Short-Term Memory Networks

    Jeong, Myeongsook / Eun, Yeonju / Jeon, Daekeun | AIAA | 2024
    Keywords: Traffic Flow Management System , Air Traffic Controller , Data Acquisition

    Deep-Learning Framework for Terminal Airspace Trajectory Prediction and In-Time Prognostics

    Sudarsanan, Varun S. / Kostiuk, Peter F. | AIAA | 2024
    Keywords: Data Driven Prognostics , Air Traffic Control System Command Center , Traffic Flow Management System , Data Science

    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

    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

    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

    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

    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

    Autonomous anomaly detection on traffic flow time series with reinforcement learning

    He, Dan / Kim, Jiwon / Shi, Hua et al. | Elsevier | 2023
    Keywords: Traffic flow data

    Methodology for the Identification of Shock Wave Type and Speed in a Traffic Stream Using Connected Vehicle Data

    Free access
    Rahul Suryakant Sakhare / Howell Li / Darcy M. Bullock | DOAJ | 2023
    Keywords: connected vehicle data , traffic flow , traffic management

    FitFun: A modelling framework for successfully capturing the functional form and noise of observed traffic flow–density–speed relationships

    Bramich, D.M. / Menéndez, Mónica / Ambühl, Lukas | Elsevier | 2023
    Keywords: Traffic , Flow–density relationship , Loop detector data

    Characteristics Analysis and Prediction of Rail Transit Passenger Flow Based on LSTM

    Zeng, Xiaoqing / Yue, Xiaoyuan / Yuan, Tengfei et al. | Springer Verlag | 2023
    Keywords: Passenger Flow Prediction , Transportation Technology and Traffic Engineering , Big Data

    Generische Systemarchitektur für die Erhebung mikroskopischer Verkehrsdaten

    Free access
    Knake-Langhorst, Sascha | German Aerospace Center (DLR) | 2022
    Keywords: microscopic traffic flow data , traffic flow observation

    Traffic Flow Model of the Weaving Section in Signalized Roundabouts

    Zhan, Tianshu / Song, Xianmin / Zhang, Yunxiang et al. | Springer Verlag | 2022
    Keywords: Traffic flow model , Entering flow , Leaving flow , Transportation Technology and Traffic Engineering , Data Engineering

    Evaluating the Impact of Signal Control on Emissions at Intersections

    Fan, Jieyu / Baumann, Martin / Jokhio, Sarang et al. | Springer Verlag | 2022
    Keywords: Mixed traffic flow , Traffic simulation , Transportation Technology and Traffic Engineering , Data Engineering

    Influence of Platooning of Heavy Transport Vehicles Operation on Traffic Flow Mix of Intercity Highways

    Singh, Sandeep / Santhakumar, S. Moses | Springer Verlag | 2022
    Keywords: Flow , Mixed traffic , Transportation Technology and Traffic Engineering , Data Engineering

    A novel reinforced dynamic graph convolutional network model with data imputation for network-wide traffic flow prediction

    Chen, Yong / Chen, Xiqun (Michael) | Elsevier | 2022
    Keywords: Network-wide traffic flow prediction , Data imputation

    Research on vehicle carrying efficiency of three-lane expressway based on DEA method

    Tan, Xin / Deng, Qianwang / Hu, Xiang | Taylor & Francis Verlag | 2022
    Keywords: Microscopic traffic flow , data envelopment analysis

    A Prophet-Based Passenger Flow Prediction Model on IC Card Data

    Zhao, Xinchao / Guan, Hongtu / Sun, Hao et al. | Springer Verlag | 2022
    Keywords: Unbalanced passenger flow , IC card data , Transportation Technology and Traffic Engineering

    Short-Term Traffic Flow Prediction on a Freeway with Multiple Spatial Toll Data Via Temporal Convolutional Network

    Wei, Xu / Jing, Qiang / Jin, YinLi et al. | Springer Verlag | 2022
    Keywords: Traffic flow prediction , Toll data , Transportation Technology and Traffic Engineering

    Estimation Model and Spatial Pattern of Highway Carbon Emissions in Guangdong Province

    Free access
    Li Yuanjun / Wu Qitao / Wang Changjian et al. | DOAJ | 2022
    Keywords: traffic flow big data

    Pedestrian Flow Characteristics Over Different Facilities: Findings and Way Forward

    Banerjee, Arunabha / Maurya, Akhilesh Kumar | Springer Verlag | 2022
    Keywords: Pedestrian flow characteristics , Data collection techniques , Transportation Technology and Traffic Engineering

    Research on OD Estimation of Public Transit Passenger Flow Based on Multi-source Data

    Kong, Chaoqun / Guo, Tangyi / He, Liu | Springer Verlag | 2022
    Keywords: Passenger flow big data , Transportation Technology and Traffic Engineering

    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

    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

    Traffic Congestion Analysis and Occupancy Parameter in India

    Tsuboi, Tsutomu | Springer Verlag | 2021
    Keywords: Traffic flow , Traffic congestion , Traffic fundamental characteristics , Big Data , Systems and Data Security

    Urban Traffic Monitoring from Mobility Data

    Liu, Zhidan / Wu, Kaishun | Springer Verlag | 2021
    Keywords: Traffic data , Traffic modeling , Traffic speed monitoring , Traffic flow monitoring , Traffic accident monitoring , Data Mining and Knowledge Discovery , Data Structures and Information Theory

    OpenACC. An open database of car-following experiments to study the properties of commercial ACC systems

    Makridis, Michail / Mattas, Konstantinos / Anesiadou, Aikaterini et al. | Elsevier | 2021
    Keywords: Open data , Traffic flow

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

    Free access
    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

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

      Free access
      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

    Traffic flow prediction on urban road network based on License Plate Recognition data: combining attention-LSTM with Genetic Algorithm

    Tang, Jinjun / Zeng, Jie / Wang, Yuwei et al. | Taylor & Francis Verlag | 2021
    Keywords: Traffic flow prediction , License Plate Recognition data

    Functional clustering and missing value imputation of traffic flow trajectories

    Li, Pai-Ling / Chiou, Jeng-Min | Taylor & Francis Verlag | 2021
    Keywords: Functional data analysis , traffic flow rate

    A Data-Driven Car-Following Model that Considers Impacts of Car-Truck Combinations

    Lu, Bin / Ni, Shaoquan / Washburn, Scott S. | Springer Verlag | 2021
    Keywords: Mixed Traffic Flow , Transportation Technology and Traffic Engineering , Big Data

    Enhancing the Management of Traffic Sequence Following Departure Trajectories

    Abdelmounaime, Bikir / Otmane, Idrissi / Mansouri, Khalifa | Springer Verlag | 2021
    Keywords: Air Traffic Flow Management , Big Data

    Research on Dynamic Passenger Flow Distribution of Rail Transit Based on Multi-dimensional Euclidean Distance

    Wu, Qianqian / Sun, Lin / Jia, Furong et al. | Springer Verlag | 2021
    Keywords: Dynamic passenger flow allocation , Big data , Transportation Technology and Traffic Engineering

    Improving the City’s Transport System Safety by Regulating Traffic and Pedestrian Flows

    Makarova, Irina / Magdin, Kirill / Mavrin, Vadim et al. | Springer Verlag | 2021
    Keywords: Traffic flows , Pedestrian flow , Transportation Technology and Traffic Engineering , Data Mining and Knowledge Discovery

    A highly efficient framework for outlier detection in urban traffic flow

    Free access
    Wang, Xing / Zeng, Ruihao / Zou, Fumin et al. | Wiley | 2021
    Keywords: Road traffic flow pattern , Data handling techniques , Traffic engineering computing

    Event-Based Air Transport Network Resiliency Management with Meta-Population Epidemic Model

    Baspinar, Baris / Tutku Altun, A. / Koyuncu, Emre | AIAA | 2021
    Keywords: Flight Data , Air Traffic Flow Management

    Hybrid model for predicting anomalous large passenger flow in urban metros

    Free access
    Zheng, Zhihao / Ling, Ximan / Wang, Pu et al. | Wiley | 2020
    Keywords: anomalous large passenger flow conditions , passenger flow prediction , real‐time data , rail traffic

      Hybrid model for predicting anomalous large passenger flow in urban metros

      Free access
      Zheng, Zhihao / Ling, Ximan / Wang, Pu et al. | IET | 2021
      Keywords: passenger flow prediction , anomalous large passenger flow conditions , real-time data , rail traffic

    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

    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

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

    Free access
    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

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

      Free access
      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

    A European Study to identify Key Operational Parameters for ATFM Routing Decisions

    Free access
    Derra, Manuel / Lau, Alexander / Gollnick, Volker | German Aerospace Center (DLR) | 2020
    Keywords: Air Traffic Flow Management , Data Analysis

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

    Free access
    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

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

      Free access
      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

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

    Free access
    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

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

      Free access
      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

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

    Free access
    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

      Free access
      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

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