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    Analyzing angle crashes at unsignalized intersections using machine learning techniques

    Abdel-Aty, Mohamed / Haleem, Kirolos | Elsevier | 2010
    Keywords: Machine learning

    Factor complexity of crash occurrence: An empirical demonstration using boosted regression trees

    Chung, Yi-Shih | Elsevier | 2012
    Keywords: Machine learning

    Crater detection via genetic search methods to reduce image features

    Cohen, Joseph Paul / Ding, Wei | Elsevier | 2013
    Keywords: Machine learning

    A machine learning approach to crater detection from topographic data

    Di, Kaichang / Li, Wei / Yue, Zongyu et al. | Elsevier | 2014
    Keywords: Machine learning

    Computer vision and driver distraction: Developing a behaviour-flagging protocol for naturalistic driving data

    Kuo, Jonny / Koppel, Sjaan / Charlton, Judith L. et al. | Elsevier | 2014
    Keywords: Machine learning

    Machine learning approaches to analysing textual injury surveillance data: A systematic review

    Vallmuur, Kirsten | Elsevier | 2015
    Keywords: Machine learning

    Trajectory classification in circular restricted three-body problem using support vector machine

    Li, Weipeng / Huang, Hai / Peng, Fujun | Elsevier | 2015
    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

    Red-light running violation prediction using observational and simulator data

    Jahangiri, Arash / Rakha, Hesham / Dingus, Thomas A. | Elsevier | 2016
    Keywords: Machine learning

    A random forest algorithm for nowcasting of intense precipitation events

    Das, Saurabh / Chakraborty, Rohit / Maitra, Animesh | Elsevier | 2017
    Keywords: Machine learning

    Automated detection of new impact sites on Martian surface from HiRISE images

    Xin, Xin / Di, Kaichang / Wang, Yexin et al. | Elsevier | 2017
    Keywords: Machine learning

    A methodology to design heuristics for model selection based on the characteristics of data: Application to investigate when the Negative Binomial Lindley (NB-L) is preferred over the Negative Binomial (NB)

    Shirazi, Mohammadali / Dhavala, Soma Sekhar / Lord, Dominique et al. | Elsevier | 2017
    Keywords: Machine Learning

    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

    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

    Sunspot cycle prediction using Warped Gaussian process regression

    Gonçalves, Ítalo G. / Echer, Ezequiel / Frigo, Everton | Elsevier | 2019
    Keywords: Machine learning

    Automated crater detection algorithms from a machine learning perspective in the convolutional neural network era

    DeLatte, D.M. / Crites, S.T. / Guttenberg, N. et al. | Elsevier | 2019
    Keywords: Machine learning

    Real-time accident detection: Coping with imbalanced data

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

    A Comprehensive Railroad-Highway Grade Crossing Consolidation Model: A Machine Learning Approach

    Soleimani, Samira / Mousa, Saleh R. / Codjoe, Julius et al. | Elsevier | 2019
    Keywords: Machine Learning

    Applying machine learning approaches to analyze the vulnerable road-users' crashes at statewide traffic analysis zones

    Rahman, Md Sharikur / Abdel-Aty, Mohamed / Hasan, Samiul et al. | Elsevier | 2019
    Keywords: Machine learning

    Young driver fatal motorcycle accident analysis by jointly maximizing accuracy and information

    Halbersberg, Dan / Lerner, Boaz | Elsevier | 2019
    Keywords: Machine learning

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