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    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: Machine learning

    SHapley Additive exPlanations for Explaining Artificial Neural Network Based Mode Choice Models

    Koushik, Anil / Manoj, M. / Nezamuddin, N. | Springer Verlag | 2024
    Keywords: Deep learning , Machine learning

    Expressway Traffic Incident Detection Using a Deep Learning Approach Based on Spatiotemporal Features with Multilevel Fusion

    Qu, Qikai / Shen, Yongjun / Yang, Miaomiao et al. | ASCE | 2024
    Keywords: Deep learning

    Investigating pedestrian crash patterns at high-speed intersection and road segments: Findings from the unsupervised learning algorithm

    Free access
    Ahmed Hossain / Xiaoduan Sun / Niaz Mahmud Zafri et al. | DOAJ | 2024
    Keywords: Unsupervised learning

    What Lies behind Idle Connection Time in Fast-Charging Public Stations: Evidence from Changshu, China

    Zhou, Xizhen / Ding, Xueqi / Ji, Yanjie | ASCE | 2024
    Keywords: Machine learning

    Leveraging machine learning to predict rail corrugation level from axle-box acceleration measurements on commercial vehicles

    Hassanieh, Wael / Chehade, Abdallah / Facchinetti, Alan et al. | Taylor & Francis Verlag | 2024
    Keywords: machine learning

    Real-Time Optimization of Urban Rail Transit Train Scheduling via Advantage Actor–Critic Deep Reinforcement Learning

    Wen, Longhui / Zhou, Wei / Liu, Jiajun et al. | ASCE | 2024
    Keywords: Deep reinforcement learning

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

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

    Unsupervised Approach to Investigate Urban Traffic Crashes Based on Crash Unit, Crash Severity, and Manner of Collision

    Maniei, Farzin / Mattingly, Stephen P. | ASCE | 2024
    Keywords: Unsupervised learning

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

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

    Precision Mars Entry Navigation with Atmospheric Density Adaptation via Neural Networks

    Giraldo-Grueso, Felipe / Popov, Andrey A. / Zanetti, Renato | AIAA | 2024
    Keywords: Machine Learning

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

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

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

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

    Qualification of Avionic Software Based on Machine Learning: Challenges and Key Enabling Domains

    Vidot, Guillaume / Gabreau, Christophe / Ober, Ileana et al. | AIAA | 2024
    Keywords: Reinforcement Learning

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

    Free access
    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

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

    Development of a Language Model for Named-Entity-Recognition in Aerospace Requirements

    Tikayat Ray, Archana / Pinon Fischer, Olivia J. / White, Ryan T. et al. | AIAA | 2024
    Keywords: Machine Learning

    Development of Real-Time Unmanned Aerial Vehicle Urban Object Detection System with Federated Learning

    Lu, You-Ru / Sun, Dengfeng | AIAA | 2024
    Keywords: Reinforcement Learning

    Automated Spoken-to-Coded Pilot Weather Reports in General Aviation

    Gupta, Shantanu / Pitts, Brandon J. / Johnson, Mary E. | AIAA | 2024
    Keywords: Machine Learning

    Enhancing Vibration-based Damage Assessment with 1D-CNN: Parametric Studies and Field Applications

    Park, Soyeon / Kim, Sunjoong | Springer Verlag | 2024
    Keywords: Deep Learning