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    GraphCast for solving the air transportation nexus among safety, efficiency, and resilience

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    Sebastian Wandelt / Xiaoqian Sun / Jun Zhang | DOAJ | 2024
    Keywords: Machine learning

    Human as AI mentor: Enhanced human-in-the-loop reinforcement learning for safe and efficient autonomous driving

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    Zilin Huang / Zihao Sheng / Chengyuan Ma et al. | DOAJ | 2024
    Keywords: Deep reinforcement learning , Human-in-the-loop learning

    Application of machine learning models to predict driver left turn destination lane choice behavior at urban intersections

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    Mohammed Moinuddin / Logan Proffer / Matthew Vechione et al. | DOAJ | 2024
    Keywords: Applied Machine Learning

    A state-of-the-art survey of deep learning models for automated pavement crack segmentation

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    Hongren Gong / Liming Liu / Haimei Liang et al. | DOAJ | 2024
    Keywords: Deep learning

    An adaptive agent-based approach for instant delivery order dispatching: Incorporating task buffering and dynamic batching strategies

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    Miaojia Lu / Xinyu Yan / Shadi Sharif Azadeh et al. | DOAJ | 2024
    Keywords: Deep reinforcement learning

    Identification of optimal locations of adaptive traffic signal control using heuristic methods

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    Tanveer Ahmed / Hao Liu / Vikash V. Gayah | DOAJ | 2024
    Keywords: Population based incremental learning

    Unveiling the influential factors for customized bus service reopening from naturalistic observations in Shanghai

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    Yu Shen / Chenlong Xu / Shengchuan Jiang et al. | DOAJ | 2024
    Keywords: Explainable machine learning

    Real-time risk assessment of aircraft landing based on finite element-virtual prototype-machine learning co-simulation on wet runways

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    Xingyi Zhu / Yanan Wu / Yang Yang et al. | DOAJ | 2024
    Keywords: Machine learning

    Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach

    Cheng, Yanqiu / Hu, Xianbiao / Chen, Kuanmin et al. | Taylor & Francis Verlag | 2023
    Keywords: deep Q-learning , reinforcement learning

    Deep Q learning-based traffic signal control algorithms: Model development and evaluation with field data

    Wang, Hao / Yuan, Yun / Yang, Xianfeng Terry et al. | Taylor & Francis Verlag | 2023
    Keywords: deep reinforcement learning , Q-learning

    Leveraging reinforcement learning for dynamic traffic control: A survey and challenges for field implementation

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    Yu Han / Meng Wang / Ludovic Leclercq | DOAJ | 2023
    Keywords: Reinforcement learning , Learning cost

    Condition assessment of high-speed railway track structure based on sparse Bayesian extreme learning machine and Bayesian hypothesis testing

    Wang, Senrong / Gao, Jingze / Lin, Chao et al. | Taylor & Francis Verlag | 2023
    Keywords: sparse bayesian learning , extreme learning machine

    Estimating the effect of biofouling on ship shaft power based on sensor measurements

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    Bakka, Haakon / Rognebakke, Hanne / Glad, Ingrid et al. | Taylor & Francis Verlag | 2023
    Keywords: machine learning

    Arterial corridor travel time prediction under non-recurring conditions

    Shafiei, Sajjad / Wang, Eileen / Grzybowska, Hanna et al. | Taylor & Francis Verlag | 2023
    Keywords: machine learning

    Using supervised machine learning algorithms in pavement degradation monitoring

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    Amir Shtayat / Sara Moridpour / Berthold Best et al. | DOAJ | 2023
    Keywords: Machine Learning

    Learning electric vehicle driver range anxiety with an initial state of charge-oriented gradient boosting approach

    Song, Yang / Hu, Xianbiao | Taylor & Francis Verlag | 2023
    Keywords: ensemble learning

    Automatic clustering-based approach for train wheels condition monitoring

    Mosleh, Araliya / Meixedo, Andreia / Ribeiro, Diogo et al. | Taylor & Francis Verlag | 2023
    Keywords: Machine learning

    A human-centric machine learning based personalized route choice prediction in navigation systems

    Sun, Bingrong / Gong, Lin / Shim, Jisup et al. | Taylor & Francis Verlag | 2023
    Keywords: machine learning

    Traffic sign extraction using deep hierarchical feature learning and mobile light detection and ranging (LiDAR) data on rural highways

    Gouda, Maged / Epp, Alexander / Tilroe, Rowan et al. | Taylor & Francis Verlag | 2023
    Keywords: Deep learning

    Deep hybrid learning framework for spatiotemporal crash prediction using big traffic data

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    Mohammad Tamim Kashifi / Mohammed Al-Turki / Abdul Wakil Sharify | DOAJ | 2023
    Keywords: Deep Hybrid Learning

    Propeller optimization by interactive genetic algorithms and machine learning

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    Gypa, Ioli / Jansson, Marcus / Wolff, Krister et al. | Taylor & Francis Verlag | 2023
    Keywords: machine learning

    Inferring safety critical events from vehicle kinematics in naturalistic driving environment: Application of deep learning Algorithms

    Khattak, Zulqarnain H. / Rios-Torres, Jackeline / Fontaine, Michael D. et al. | Taylor & Francis Verlag | 2023
    Keywords: deep learning

    Mode shift behaviour and user willingness to adopt the electric two-wheeler: A study based on Indian road user preferences

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    Manivel Murugan / Sankaran Marisamynathan | DOAJ | 2023
    Keywords: Machine learning

    GOPS: A general optimal control problem solver for autonomous driving and industrial control applications

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    Wenxuan Wang / Yuhang Zhang / Jiaxin Gao et al. | DOAJ | 2023
    Keywords: Reinforcement learning

    Detection of Motorcycle Headlights Using YOLOv5 and HSV

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    Vessa Rizky Oktavia / Ahmad Wali Satria Bahari Johan / Whisnumurty Galih Ananta et al. | DOAJ | 2023
    Keywords: Deep Learning

    Representative truck activity patterns from anonymous mobile sensor data

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    Taslima Akter / Sarah Hernandez | DOAJ | 2023
    Keywords: Machine learning

    Reliability of electric vehicle charging infrastructure: A cross-lingual deep learning approach

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    Yifan Liu / Azell Francis / Catharina Hollauer et al. | DOAJ | 2023
    Keywords: Machine learning

    The impact of the combination equilibrium of horizontal and sag-vertical curves on safety

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    Xiaofei Wang / Siyu Li / Tianjie Shen et al. | DOAJ | 2023
    Keywords: Machine learning

    Risk prediction for cut-ins using multi-driver simulation data and machine learning algorithms: A comparison among decision tree, GBDT and LSTM

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    Tianyang Luo / Junhua Wang / Ting Fu et al. | DOAJ | 2023
    Keywords: Machine learning approach

    Flight delay causality: Machine learning technique in conjunction with random parameter statistical analysis

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    Seyedmirsajad Mokhtarimousavi / Armin Mehrabi | DOAJ | 2023
    Keywords: Machine learning

    Vehicle detection systems for intelligent driving using deep convolutional neural networks

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    Rahib Abiyev / Murat Arslan | DOAJ | 2023
    Keywords: Deep learning

    Using reinforcement learning to minimize taxi idle times

    O’Keeffe, Kevin / Anklesaria, Sam / Santi, Paolo et al. | Taylor & Francis Verlag | 2022
    Keywords: machine learning , reinforcement learning

    A cold-start-free reinforcement learning approach for traffic signal control

    Xiao, Nan / Yu, Liang / Yu, Jinqiang et al. | Taylor & Francis Verlag | 2022
    Keywords: deep learning , reinforcement learning

    Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network

    Taleongpong, Panukorn / Hu, Simon / Jiang, Zhoutong et al. | Taylor & Francis Verlag | 2022
    Keywords: machine learning

    Reinforcement learning-enabled genetic algorithm for school bus scheduling

    Köksal Ahmed, Eda / Li, Zengxiang / Veeravalli, Bharadwaj et al. | Taylor & Francis Verlag | 2022
    Keywords: reinforcement learning

    SUST-DDD: A Real-Drive Dataset for Driver Drowsiness Detection

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    Esra Kavalci Yilmaz / M. Ali Akcayol | DOAJ | 2022
    Keywords: deep learning

    Estimating cycle-level real-time traffic movements at signalized intersections

    Mahmoud, Nada / Abdel-Aty, Mohamed / Cai, Qing et al. | Taylor & Francis Verlag | 2022
    Keywords: machine learning

    Electric vehicle charging demand forecasting using deep learning model

    Yi, Zhiyan / Liu, Xiaoyue Cathy / Wei, Ran et al. | Taylor & Francis Verlag | 2022
    Keywords: deep learning

    Automatic topics extraction from crowdsourced cyclists near-miss and collision reports using text mining and Artificial Neural Networks

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    Keneth Morgan Kwayu / Valerian Kwigizile / Kevin Lee et al. | DOAJ | 2022
    Keywords: Machine learning

    How machine learning informs ride-hailing services: A survey

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    Yang Liu / Ruo Jia / Jieping Ye et al. | DOAJ | 2022
    Keywords: Machine learning

    Data fusion and machine learning for ship fuel efficiency modeling: Part I – Voyage report data and meteorological data

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    Xiaohe Li / Yuquan Du / Yanyu Chen et al. | DOAJ | 2022
    Keywords: Machine learning

    Data fusion and machine learning for ship fuel efficiency modeling: Part III – Sensor data and meteorological data

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    Yuquan Du / Yanyu Chen / Xiaohe Li et al. | DOAJ | 2022
    Keywords: Machine learning

    Truck industry classification from anonymous mobile sensor data using machine learning

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    Taslima Akter / Sarah Hernandez | DOAJ | 2022
    Keywords: Machine learning

    Data fusion and machine learning for ship fuel efficiency modeling: Part II – Voyage report data, AIS data and meteorological data

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    Yuquan Du / Yanyu Chen / Xiaohe Li et al. | DOAJ | 2022
    Keywords: Machine learning

    Acceptability modeling of autonomous mobility on-demand services with on-board ride sharing using interpretable Machine Learning

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    Panagiotis Fafoutellis / Eleni G. Mantouka / Eleni I. Vlahogianni et al. | DOAJ | 2022
    Keywords: Interpretable Machine Learning

    Worst-case scenarios identification approach for the evaluation of advanced driver assistance systems in intelligent/autonomous vehicles under multiple conditions

    Chelbi, Nacer Eddine / Gingras, Denis / Sauvageau, Claude | Taylor & Francis Verlag | 2022
    Keywords: ensemble and machine learning

    Convolutional neural network for detecting railway fastener defects using a developed 3D laser system

    Zhan, You / Dai, Xianxing / Yang, Enhui et al. | Taylor & Francis Verlag | 2021
    Keywords: deep learning

    Designing a lightweight 1D convolutional neural network with Bayesian optimization for wheel flat detection using carbody accelerations

    Shi, Dachuan / Ye, Yunguang / Gillwald, Marco et al. | Taylor & Francis Verlag | 2021
    Keywords: machine learning