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    Multi-Objective reinforcement learning approach for improving safety at intersections with adaptive traffic signal control

    Gong, Yaobang / Abdel-Aty, Mohamed / Yuan, Jinghui et al. | Elsevier | 2020
    Keywords: Multi-objective reinforcement learning , Deep learning

    Characterizing accident narratives with word embeddings: Improving accuracy, richness, and generalizability

    Goldberg, David M. | Elsevier | 2021
    Keywords: Machine learning , Transfer learning

    A deep learning based traffic crash severity prediction framework

    Rahim, Md Adilur / Hassan, Hany M. | Elsevier | 2021
    Keywords: Deep learning , Transfer learning

    A feature learning approach based on XGBoost for driving assessment and risk prediction

    Shi, Xiupeng / Wong, Yiik Diew / Li, Michael Zhi-Feng et al. | Elsevier | 2019
    Keywords: Feature learning

    Developing and testing a hazard prediction task for novice drivers: A novel application of naturalistic driving videos

    Ehsani, Johnathon P. / Seymour, Karen E. / Chirles, Theresa et al. | Elsevier | 2020
    Keywords: Learning

    Highway crash detection and risk estimation using deep learning

    Huang, Tingting / Wang, Shuo / Sharma, Anuj | Elsevier | 2019
    Keywords: Deep learning

    Knowledge Management

    Rogers, Edward W. | Wiley | 2011
    Keywords: case‐based learning , learning practices , sustainable learning , organizational learning , learning organization

    Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

    Parsa, Amir Bahador / Movahedi, Ali / Taghipour, Homa et al. | Elsevier | 2019
    Keywords: Machine learning

    Advancing urban traffic accident forecasting through sparse spatio-temporal dynamic learning

    Cui, Pengfei / Yang, Xiaobao / Abdel-Aty, Mohamed et al. | Elsevier | 2024
    Keywords: Hypergraph Learning , Self-Supervised Learning

    A deep learning approach for real-time crash prediction using vehicle-by-vehicle data

    Basso, Franco / Pezoa, Raúl / Varas, Mauricio et al. | Elsevier | 2021
    Keywords: Deep learning

    A Bayesian deep learning method for freeway incident detection with uncertainty quantification

    Liu, Genwang / Jin, Haolin / Li, Jiaze et al. | Elsevier | 2022
    Keywords: Bayesian deep learning , Machine learning

    A task-level emergency experience reuse method for freeway accidents onsite disposal with policy distilled reinforcement learning

    Yan, Longhao / Wang, Ping / Qi, Fan et al. | Elsevier | 2023
    Keywords: Transfer learning , Multi-agent reinforcement learning

    Short-term prediction of safety and operation impacts of lane changes in oscillations with empirical vehicle trajectories

    Li, Meng / Li, Zhibin / Xu, Chengcheng et al. | Elsevier | 2019
    Keywords: Machine learning

    Modeling and predicting vehicle accident occurrence in Chattanooga, Tennessee

    Roland, Jeremiah / Way, Peter D. / Firat, Connor et al. | Elsevier | 2020
    Keywords: Machine learning

    Traffic campaigns and overconfidence: An experimental approach

    Silva, Thiago Christiano / Laiz, Marcela T. / Tabak, Benjamin Miranda | Elsevier | 2020
    Keywords: Machine learning

    Safer tomorrow: Irish dairy farmers’ self-perception of their farm safety practices

    O'Connor, Tracey / Kinsella, Jim / O'Hora, Denis et al. | Elsevier | 2022
    Keywords: Social learning

    Factors impacting bike crash severity in urban areas

    Dash, Ishita / Abkowitz, Mark / Philip, Craig | Elsevier | 2022
    Keywords: Machine learning

    Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP

    Wen, Xiao / Xie, Yuanchang / Wu, Lingtao et al. | Elsevier | 2021
    Keywords: Machine learning

    Speed violation analysis of heavy vehicles on highways using spatial analysis and machine learning algorithms

    Kuşkapan, Emre / Çodur, M. Yasin / Atalay, Ahmet | Elsevier | 2021
    Keywords: Machine learning

    Computer-based training for safety: Comparing methods with older and younger workers

    Wallen, Erik S. / Mulloy, Karen B. | Elsevier | 2006
    Keywords: Computer-based learning , Adult learning

    Improving seat belt use among teen drivers: Findings from a service-learning approach

    Goldzweig, Irwin A. / Levine, Robert S. / Schlundt, David et al. | Elsevier | 2013
    Keywords: Service-learning

    A comparative study of machine learning classifiers for injury severity prediction of crashes involving three-wheeled motorized rickshaw

    Ijaz, Muhammad / lan, Liu / Zahid, Muhammad et al. | Elsevier | 2021
    Keywords: Machine learning (ML)

    Understand the impact of traffic states on crash risk in the vicinities of Type A weaving segments: A deep learning approach

    Zhao, Jingya / Liu, Pan / Xu, Chengcheng et al. | Elsevier | 2021
    Keywords: Deep learning

    A literature review of machine learning algorithms for crash injury severity prediction

    Santos, Kenny / Dias, João P. / Amado, Conceição | Elsevier | 2021
    Keywords: Machine learning

    Real-time crash risk prediction on arterials based on LSTM-CNN

    Li, Pei / Abdel-Aty, Mohamed / Yuan, Jinghui | Elsevier | 2019
    Keywords: Deep learning

    Real-time traffic accidents post-impact prediction: Based on crowdsourcing data

    Lin, Yunduan / Li, Ruimin | Elsevier | 2020
    Keywords: Machine learning

    Workers’ compensation claim counts and rates by injury event/exposure among state-insured private employers in Ohio, 2007–2017

    Wurzelbacher, Steven J. / Meyers, Alysha R. / Lampl, Michael P. et al. | Elsevier | 2021
    Keywords: Machine learning

    Detecting motorcycle helmet use with deep learning

    Siebert, Felix Wilhelm / Lin, Hanhe | Elsevier | 2019
    Keywords: Deep learning

    A machine learning model for predicting noise limits of motor vehicles in UNECE R51 regulations

    Free access
    Tan, Gangping / Chen, Qingshuang / Li, Changyin et al. | BASE | 2020
    Keywords: machine learning

    Classifying injury narratives of large administrative databases for surveillance—A practical approach combining machine learning ensembles and human review

    Marucci-Wellman, Helen R. / Corns, Helen L. / Lehto, Mark R. | Elsevier | 2016
    Keywords: Machine learning

    Exploring bias in incident investigations: An empirical examination using construction case studies

    Thallapureddy, Sreeja / Sherratt, Fred / Bhandari, Siddharth et al. | Elsevier | 2023
    Keywords: Learning from Incidents

    Enhancing hazard avoidance in teen-novice riders

    Vidotto, Giulio / Bastianelli, Alessia / Spoto, Andrea et al. | Elsevier | 2010
    Keywords: Learning

    The use of machine learning improves the assessment of drug-induced driving behaviour

    van der Wall, H.E.C. / Doll, R.J. / van Westen, G.J.P. et al. | Elsevier | 2020
    Keywords: Machine learning

    Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review

    Watling, Christopher N. / Mahmudul Hasan, Md / Larue, Grégoire S. | Elsevier | 2020
    Keywords: Machine learning

    The novel approaches to classify cyclist accident injury-severity: Hybrid fuzzy decision mechanisms

    Katanalp, Burak Yiğit / Eren, Ezgi | Elsevier | 2020
    Keywords: Machine learning

    Transfer learning for spatio-temporal transferability of real-time crash prediction models

    Man, Cheuk Ki / Quddus, Mohammed / Theofilatos, Athanasios | Elsevier | 2021
    Keywords: Transfer learning

    The usefulness of artificial intelligence for safety assessment of different transport modes

    Tselentis, Dimitrios I. / Papadimitriou, Eleonora / van Gelder, Pieter | Elsevier | 2023
    Keywords: Machine Learning

    Linking empowering leadership to safety participation in nuclear power plants: A structural equation model

    Martínez-Córcoles, Mario / Schöbel, Markus / Gracia, Francisco J. et al. | Elsevier | 2012
    Keywords: Collaborative learning

    A hybrid machine learning model for predicting Real-Time secondary crash likelihood

    Li, Pei / Abdel-Aty, Mohamed | Elsevier | 2021
    Keywords: Machine learning

    A crash severity analysis at highway-rail grade crossings: The random survival forest method

    Keramati, Amin / Lu, Pan / Iranitalab, Amirfarrokh et al. | Elsevier | 2020
    Keywords: Machine learning

    A railway intrusion detection method based on decomposition and semi-supervised learning for accident protection

    Li, Bin / Tan, Lei / Wang, Feng et al. | Elsevier | 2023
    Keywords: Semi-supervised learning

    A comparison of statistical learning methods for deriving determining factors of accident occurrence from an imbalanced high resolution dataset

    Schlögl, Matthias / Stütz, Rainer / Laaha, Gregor et al. | Elsevier | 2019
    Keywords: Statistical learning

    Detection of driver manual distraction via image-based hand and ear recognition

    Li, Li / Zhong, Boxuan / Hutmacher, Clayton Jr et al. | Elsevier | 2020
    Keywords: Deep learning

    Enhancing autonomous vehicle hyperawareness in busy traffic environments: A machine learning approach

    Alozi, Abdul Razak / Hussein, Mohamed | Elsevier | 2024
    Keywords: Machine learning

    Deep transfer learning-based anomaly detection for cycling safety

    Yaqoob, Shumayla / Cafiso, Salvatore / Morabito, Giacomo et al. | Elsevier | 2023
    Keywords: Deep transfer learning