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Extrapolation-enhanced model for travel decision making: An ensemble machine learning approach considering behavioral theory
16 references·9 citing·45 second hop
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References

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  • 2007A Random Regret-Minimization model of travel choice366 cited
  • 2010A New Model of Random Regret Minimization

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260 cited
  • 1994Regret theory with general choice sets246 cited
  • Cited by

    • 2021Examining nonlinear and interaction effects of multiple determinants on airline travel satisfaction60 cited
    • 2022Assessing the Performance of Gradient-Boosting Models for Predicting the Travel Mode Choice Using Household Survey Data42 cited
    • 2023Unraveling the mode substitution of dockless bike-sharing systems and its determinants: A trip level data-driven interpretation35 cited
    • 2022Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters28 cited
    • 2023Exploring passengers’ choice of transfer city in air-to-rail intermodal travel using an interpretable ensemble machine learning approach25 cited
    • 2021Inertia effects of past behavior in commuting modal shift behavior: interactions, variations and implications for demand estimation21 cited
    • 2021Travel time, trip frequency and motorised-vehicle ownership: A case study of travel behaviour of people with reduced mobility in Medellín20 cited
    • 2021Analysing travel satisfaction of tourists towards a metro system from unstructured data15 cited
    • 2024Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review13 cited