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Leveraging machine learning to predict residential location choice: A comparative analysis
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Leveraging machine learning to predict residential location choice: A comparative analysis (2025)Leveraging machine learning to predict re…Towards sustainable green mobility in the future of Saudi Arabia cities: Implication for reducing carbon emissions and increasing renewable energy capacity (2023)Towards sustainable green mob…Investigating the New Public Transportation System in Riyadh City (2023)Investigating the New Public …Transit-Oriented Development in Saudi Arabia: Riyadh as a Case Study (2022)Transit-Oriented Development …Traffic congestion patterns in the urban road network: (Dammam metropolitan area) (2022)Traffic congestion patterns i…Machine learning applications in activity-travel behaviour research: a review (2020)Machine learning applications…Residential self-selection and travel behaviour: What are the effects of attitudes, reasons for location choice and the built environment? (2017)Residential self-selection an…A comparative study of machine learning classifiers for modeling travel mode choice (2017)A comparative study of machin…The role of location in residential location choice models: a review of literature (2014)The role of location in resid…Cross-nested logit model for the joint choice of residential location, travel mode, and departure time (2012)Cross-nested logit model for …Residential mobility and location choice: a nested logit model with sampling of alternatives (2010)Residential mobility and loca…Residential Location Choice - Models and Applications (2010)Residential Location Choice -…Mapping transit‐based access: integrating GIS, routes and schedules (2010)Mapping transit‐based access:…An Integrated Evaluation Method of Accessibility, Quality of Life, and Social Interaction (2007)An Integrated Evaluation Meth…Applied choice analysis a primer (2005)Applied choice analysis a pri…Accessibility- vs. Mobility-Enhancing Strategies for Addressing Automobile Dependence in the U.S (2002)Accessibility- vs. Mobility-E…ACCESSIBILITY MEASURES: A LITERATURE REVIEW (1981)ACCESSIBILITY MEASURES: A LIT…Understanding Post-COVID-19 Household Vehicle Ownership Dynamics Through Explainable Machine Learning (2025)Understanding Post-COVID-19 H…Machine learning in travel mode choice studies: A systematic literature review of applications, methods, and challenges (2025)Machine learning in travel mo…How Accessibility Shapes Land Use (1959)Travel demand and the 3Ds: Density, diversity, and design (1997)Travel and the Built Environment (2010)Commuting inequity and its determinants in Shanghai: New findings from big-data analytics (2020)How urban densification shapes walking behaviours in older community dwellers: a cross-sectional analysis of potential pathways of influence (2020)How would the COVID-19 pandemic reshape retail real estate and high streets through acceleration of E-commerce and digitalization? 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References

  • 2005Applied choice analysis a primer2,620 cited
  • 2017A comparative study of machine learning classifiers for modeling travel mode choice448 cited
  • 2010Mapping transit‐based access: integrating GIS, routes and schedules263 cited
  • 2010Residential mobility and location choice: a nested logit model with sampling of alternatives225 cited
  • 2014The role of location in residential location choice models: a review of literature207 cited
  • 2017Residential self-selection and travel behaviour: What are the effects of attitudes, reasons for location choice and the built environment?187 cited
  • 2020Machine learning applications in activity-travel behaviour research: a review140 cited
  • 1981ACCESSIBILITY MEASURES: A LITERATURE REVIEW118 cited
  • 2022Traffic congestion patterns in the urban road network: (Dammam metropolitan area)109 cited
  • 2022Transit-Oriented Development in Saudi Arabia: Riyadh as a Case Study101 cited
  • 2023Towards sustainable green mobility in the future of Saudi Arabia cities: Implication for reducing carbon emissions and increasing renewable energy capacity101 cited
  • 2012Cross-nested logit model for the joint choice of residential location, travel mode, and departure time99 cited
  • 2007An Integrated Evaluation Method of Accessibility, Quality of Life, and Social Interaction96 cited
  • 2002Accessibility- vs. Mobility-Enhancing Strategies for Addressing Automobile Dependence in the U.S

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68 cited
  • 2023Investigating the New Public Transportation System in Riyadh City52 cited
  • 2010Residential Location Choice - Models and Applications51 cited
  • Cited by

    • 2025Machine learning in travel mode choice studies: A systematic literature review of applications, methods, and challenges9 cited
    • 2025Understanding Post-COVID-19 Household Vehicle Ownership Dynamics Through Explainable Machine Learning2 cited