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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

    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

    Analyzing injury severity of motorcycle at-fault crashes using machine learning techniques, decision tree and logistic regression models

    Free access
    Mahdi Rezapour / Amirarsalan Mehrara Molan / Khaled Ksaibati | DOAJ | 2020
    Keywords: Machine learning techniques

    Using supervised machine learning algorithms in pavement degradation monitoring

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

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

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

    An optimized metamodel for predicting damage and oil outflow in tanker collision accidents

    Free access
    Das, Tanmoy / Goerlandt, Floris / Tabri, Kristjan | SAGE Publications | 2022
    Keywords: machine learning

    Predicting the traction power of metropolitan railway lines using different machine learning models

    Pineda-Jaramillo, J. / Martínez-Fernández, P. / Villalba-Sanchis, I. et al. | Taylor & Francis Verlag | 2021
    Keywords: Machine Learning

    Driver Maneuver Detection and Analysis Using Time Series Segmentation and Classification

    Aboah, Armstrong / Adu-Gyamfi, Yaw / Gursoy, Senem Velipasalar et al. | ASCE | 2023
    Keywords: Machine learning

    Framework of Big Data and Deep Learning for Simultaneously Solving Space Allocation and Signal Timing Problem

    Assi, Khaled / Ratrout, Nedal / Nemer, Ibrahim et al. | ASCE | 2023
    Keywords: Machine learning , Deep learning

    A reinforcement learning model for personalized driving policies identification

    Free access
    Dimitris M. Vlachogiannis / Eleni I. Vlahogianni / John Golias | DOAJ | 2020
    Keywords: Reinforcement learning , Q-learning , Machine 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

    Date Estimation in the Wild Dataset

    Free access
    Müller, Eric / Springstein, Matthias / Ewerth, Ralph | DataCite | 2017
    Keywords: Machine Learning , Deep 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

    Traffic Order Analysis of Intersection Entrance Based on Aggressive Driving Behavior Data Using CatBoost and SHAP

    Zhao, Xiaohua / Qi, Hang / Yao, Ying et al. | ASCE | 2023
    Keywords: Machine learning

    Machine learning approaches for improving condition-based maintenance of naval propulsion plants

    Coraddu, Andrea / Oneto, Luca / Ghio, Aessandro et al. | SAGE Publications | 2016
    Keywords: machine learning

    Modeling and assessment of accidental subsea gas leakage using a coupled computational fluid dynamics and machine learning approaches

    Ellethy, Ahmed M / Shehata, Ahmed S / Shehata, Ali I et al. | SAGE Publications | 2023
    Keywords: machine 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

    Truck industry classification from anonymous mobile sensor data using machine learning

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

    Pavement Surface Condition Index Prediction Based on Random Forest Algorithm

    Yu, Ting / Pei, Li-Ii / Li, Wei et al. | ASCE | 2021
    Keywords: Machine learning