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    Quantifying the social impacts of the London Night Tube with a double/debiased machine learning based difference-in-differences approach

    Zhang, Yingheng / Li, Haojie / Ren, Gang | Elsevier | 2022
    Keywords: Causal machine learning , Double/debiased machine learning

    Semi-supervised route choice modeling with sparse Automatic vehicle identification data

    Cao, Qi / Ren, Gang / Li, Dawei et al. | Elsevier | 2020
    Keywords: Semi-supervised learning

    Analyzing the injury severity in single-bicycle crashes: An application of the ordered forest with some practical guidance

    Zhang, Yingheng / Li, Haojie / Ren, Gang | Elsevier | 2023
    Keywords: Machine learning

    An origin-destination level analysis on the competitiveness of bike-sharing to underground using explainable machine learning

    Lv, Huitao / Li, Haojie / Chen, Yanlu et al. | Elsevier | 2023
    Keywords: Machine learning

    Effect of dockless bike-sharing scheme on the demand for London Cycle Hire at the disaggregate level using a deep learning approach

    Ding, Hongliang / Lu, Yuhuan / Sze, N.N. et al. | Elsevier | 2022
    Keywords: Deep learning

    Estimating heterogeneous treatment effects in road safety analysis using generalized random forests

    Zhang, Yingheng / Li, Haojie / Ren, Gang | Elsevier | 2021
    Keywords: Causal machine learning

    Road safety evaluation with multiple treatments: A comparison of methods based on simulations

    Zhang, Yingheng / Li, Haojie / Ren, Gang | Elsevier | 2023
    Keywords: Machine learning