1–17 of 17 hits
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    Non-linear associations between built environment and active travel for working and shopping: An extreme gradient boosting approach

    Liu, Jixiang / Wang, Bo / Xiao, Longzhu | Elsevier | 2021
    Keywords: Gradient boosting decision tree

    Nonlinear effects of residential and workplace built environment on car dependence

    Wang, Xiaoquan / Yin, Chaoying / Zhang, Junyi et al. | Elsevier | 2021
    Keywords: Gradient boosting decision trees

    Nonlinear and threshold effects of traffic condition and built environment on dockless bike sharing at street level

    Caigang, Zhuang / Shaoying, Li / Zhangzhi, Tan et al. | Elsevier | 2022
    Keywords: Gradient boosting decision trees (GBDT)

    Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning

    Shao, Qifan / Zhang, Wenjia / Cao, Xinyu et al. | Elsevier | 2020
    Keywords: Gradient boosting decision trees (GBDT)

    A kilometer or a mile? Does buffer size matter when it comes to car ownership?

    Laviolette, Jérôme / Morency, Catherine / Waygood, E.O.D. | Elsevier | 2022
    Keywords: Gradient boosting machines

    Impact analysis of actual traveling performance on bus passenger’s perception and satisfaction

    Rong, Rui / Liu, Lishan / Jia, Ning et al. | Elsevier | 2022
    Keywords: Gradient boost decision trees

    A spatial portfolio theory of household location choice

    Yiu, Chung Yim | Elsevier | 2010
    Keywords: Price gradient

    Exploring non-linear and spatially non-stationary relationships between commuting burden and built environment correlates

    Tong, Zhaomin / An, Rui / Zhang, Ziyi et al. | Elsevier | 2022
    Keywords: Gradient boosting decision tree (GBDT)

    How the built environment affects E-scooter sharing link flows: A machine learning approach

    Jin, Scarlett T. / Wang, Lei / Sui, Daniel | Elsevier | 2023
    Keywords: Gradient boosting decision tree

    Prioritizing road extension projects with interdependent benefits under time constraint

    Bagloee, Saeed Asadi / Asadi, Mohsen | Elsevier | 2015
    Keywords: Gradient maximization

    Dry bulk shipping market inefficiency, the wide perspective

    Laulajainen, Risto | Elsevier | 2006
    Keywords: Revenue gradient

    Spatiotemporal exploration of the non-linear impacts of accessibility on metro ridership

    Du, Qiang / Zhou, Yuqing / Huang, Youdan et al. | Elsevier | 2022
    Keywords: Gradient boosting regression trees (GBRT)

    Built environment interventions for emission mitigation: A machine learning analysis of travel-related CO2 in a developing city

    Shao, Qifan / Zhang, Wenjia / Cao, Xinyu (Jason) et al. | Elsevier | 2023
    Keywords: Gradient boosting decision trees (GBDT)

    What’s eating public transit in the United States? Reasons for declining transit ridership in the 2010s

    Lee, Yongsung / Lee, Bumsoo | Elsevier | 2022
    Keywords: Gradient boosting decision tree

    Nonlinear and threshold effects of the built environment on e-scooter sharing ridership

    Yang, Hongtai / Zheng, Rong / Li, Xuan et al. | Elsevier | 2022
    Keywords: Gradient boosting decision tree

    Integrating spatial statistics and machine learning to identify relationships between e-commerce and distribution facilities in Texas, US

    Wang, Kailai / Chen, Zhenhua / Cheng, Long et al. | Elsevier | 2023
    Keywords: Gradient Boosting Decision Trees (GBDT)

    Is the relationship between the perceived service quality and passenger loyalty linear or non-linear? A novel model-independent interpretation method is applied

    Sun, Shichao / Zhang, Hui / Zhou, Linlin et al. | Elsevier | 2023
    Keywords: Gradient boosting decision tree