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Analysis of mode choice affects from the introduction of Doha Metro using machine learning and statistical analysis
16 references·16 citing·50 second hopsampled
Analysis of mode choice affects from the introduction of Doha Metro using machine learning and statistical analysis (2023)Analysis of mode choice affects from the …Rail-based Public Transport Service Quality and User Satisfaction – A Literature Review (2020)Rail-based Public Transport S…Master Planning and the Evolving Urban Model in the Gulf Cities: Principles, Policies, and Practices for the Transition to Sustainable Urbanism (2020)Master Planning and the Evolv…Built environment, commuting behaviour and job accessibility in a rail-based dense urban context (2020)Built environment, commuting …Modeling ground access mode choice behavior for Hamad International Airport in the 2022 FIFA World Cup city, Doha, Qatar (2018)Modeling ground access mode c…Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model (2018)Machine Learning Travel Mode …Does exposure to new transport infrastructure result in modal shifts? Patterns of change in commute mode choices in a four-year quasi-experimental cohort study (2017)Does exposure to new transpor…The influence of personality traits on airport public transport access mode choice: A hybrid latent class choice modeling approach (2016)The influence of personality …Mode choice behavior modeling of ground access to airports: A case study in Istanbul, Turkey (2016)Mode choice behavior modeling…Encouraging intermodality: A stated preference analysis of freight mode choice in Rio Grande do Sul (2016)Encouraging intermodality: A …A multi-criteria approach of assessing public transport accessibility at a strategic level (2016)A multi-criteria approach of …Mode choice modeling for long-distance travel (2014)Mode choice modeling for long…Modelling Transport (2011)Modelling TransportA revealed-preference study of behavioural impacts of real-time traffic information (2011)A revealed-preference study o…Airport ground access mode choice behavior after the introduction of a new mode: A case study of Taoyuan International Airport in Taiwan (2010)Airport ground access mode ch…Development of commuter and non-commuter mode choice models for the assessment of new public transport infrastructure projects: A case study (2006)Development of commuter and n…Analysis of traffic corridor impacts from the introduction of the new Athens Metro system (2002)Analysis of traffic corridor …Systematic Review of Transportation Choice Modeling (2025)Systematic Review of Transpor…Machine Learning-Based Analysis of Travel Mode Preferences: Neural and Boosting Model Comparison Using Stated Preference Data from Thailand’s Emerging High-Speed Rail Network (2025)Machine Learning-Based Analys…Leveraging machine learning to predict residential location choice: A comparative analysis (2025)Leveraging machine learning t…How do transportation barriers affect healthcare visits? Using mobile-based trajectory data to inform health equity (2025)How do transportation barrier…Examining the Determinants on OD Metro Ridership: Insights from Machine Learning Approaches (2025)Examining the Determinants on…Analyzing High-Speed Rail’s Transformative Impact on Public Transport in Thailand Using Machine Learning (2025)Analyzing High-Speed Rail’s T…A machine learning approach to study the effect of parking pricing on transport mode choice to work using 2022 NHTS dataset (2025)A machine learning approach t…Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R (2024)Travel Mode Choice Prediction…Sensitivity evaluation of machine learning-based calibrated transportation mode choice models: A case study of Alexandria City, Egypt (2024)Sensitivity evaluation of mac…Health enhancement through activity travel participation and physical activity intensity (2024)Health enhancement through ac…Geospatial Assessment of Healthcare Accessibility and Equity in Qatar in Preparation for the 2022 FIFA World Cup (2024)Geospatial Assessment of Heal…Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review (2024)Discrete Choice Models and Ar…Decoding Jakarta Women’s Non-Working Travel-Mode Choice: Insights from Interpretable Machine-Learning Models (2024)Decoding Jakarta Women’s Non-…Assessing the spatial distribution and accessibility of public and private schools in Qatar: A GIS-based analysis (2024)Assessing the spatial distrib…Analyzing spatiotemporal distribution patterns of metro ridership: Comparison between common-class and business-class carriage service (2024)Analyzing spatiotemporal dist…A machine learning comparison of transportation mode changes from high-speed railway promotion in Thailand (2024)A machine learning comparison…Mixed MNL models for discrete response (2000)Discrete Choice Methods with Simulation (2001)The Mixed Logit model: The state of practice (2003)Ground access to airports, case study: Port Columbus International Airport (2013)Growth & Fate Analysis of Mangalore International Airport – A Case Study (2020)Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model (2020)Conditional logit analysis of qualitative choice behavior (1972)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Estimation on stated-preference experiments constructed from revealed-preference choices (2007)Does scale heterogeneity across individuals matter? An empirical assessment of alternative logit models (2010)Experimental design influences on stated choice outputs: An empirical study in air travel choice (2010)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete choice analysis: Theory and application to travel demand (1988)The dual role of weather forecasts on changes in activity-travel behavior (2012)A cumulative prospect theory approach to commuters’ day-to-day route-choice modeling with friends’ travel information (2017)Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimaging (2021)The Analytic Hierarchy Process (1985)Multi-criteria Decision Making Methods: A Comparative Study (2000)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)Examining Pareto optimality in analytic hierarchy process on real Data: An application in public transport service development (2018)Evaluating the value of new metro lines using route diversity measures: The case of Hong Kong's Mass Transit Railway system (2021)The measurement of urban travel demand (1974)Constructing Efficient Stated Choice Experimental Designs (2009)Analysis of modal shift potential towards intermodal transportation in short-distance inland container transport (2020)A game theoretic approach to sustainable freight transportation: Competition between road and intermodal road–rail systems with government intervention (2021)Travel and the Built Environment (2010)A systematic review of machine learning classification methodologies for modelling passenger mode choice (2020)Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering (2022)Predicting the travel mode choice with interpretable machine learning techniques: A comparative study (2022)Public transit user satisfaction: Variability and policy implications (2008)Quality attributes of public transport that attract car users: A research review (2012)What influences satisfaction and loyalty in public transport? A review of the literature (2017)Gender and Age Do Matter: Exploring the Effect of Passengers’ Gender and Age on the Perception of Light Rail Transit Service Quality in Kuala Lumpur, Malaysia (2021)Exploring the User Acceptance of Urban Air Mobility: Extending the Technology Acceptance Model with Trust and Service Quality Factors (2022)Importance – Performance Analysis (IPA) of metro service attributes during the COVID-19 pandemic (2022)How Accessibility Shapes Land Use (1959)Travel demand and the 3Ds: Density, diversity, and design (1997)Travel satisfaction and rail accessibility (2021)How is commute mode choice related to built environment in a high-density urban context? (2023)Spatiotemporal influence of built environment on intercity commuting trips considering nonlinear effects (2023)Increasing Returns and Economic Geography (1990)The generalized nested logit model (2001)Transport investment and the promotion of economic growth (2001)Why do they live so far from work? Determinants of long-distance commuting in California (2019)Exploring temporal heterogeneity in an intercity travel network: A comparative study between weekdays and holidays in China (2020)Trend towards virtual and hybrid conferences may be an effective climate change mitigation strategy (2021)Universal predictability of mobility patterns in cities (2014)Uncovering the spatial structure of mobility networks (2015)Transport and equity in Latin America: a critical review of socially oriented accessibility assessments (2020)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2011Modelling Transport1,220 cited
  • 2018Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model214 cited
  • 2006Development of commuter and non-commuter mode choice models for the assessment of new public transport infrastructure projects: A case study200 cited
  • 2010Airport ground access mode choice behavior after the introduction of a new mode: A case study of Taoyuan International Airport in Taiwan109 cited
  • 2011A revealed-preference study of behavioural impacts of real-time traffic information99 cited
  • 2020Rail-based Public Transport Service Quality and User Satisfaction – A Literature Review90 cited
  • 2016A multi-criteria approach of assessing public transport accessibility at a strategic level87 cited
  • 2016Encouraging intermodality: A stated preference analysis of freight mode choice in Rio Grande do Sul76 cited
  • 2014Mode choice modeling for long-distance travel65 cited
  • 2020Built environment, commuting behaviour and job accessibility in a rail-based dense urban context64 cited
  • 2016Mode choice behavior modeling of ground access to airports: A case study in Istanbul, Turkey64 cited
  • 2002Analysis of traffic corridor impacts from the introduction of the new Athens Metro system63 cited
  • 2018Modeling ground access mode choice behavior for Hamad International Airport in the 2022 FIFA World Cup city, Doha, Qatar61 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2020Master Planning and the Evolving Urban Model in the Gulf Cities: Principles, Policies, and Practices for the Transition to Sustainable Urbanism60 cited
  • 2017Does exposure to new transport infrastructure result in modal shifts? Patterns of change in commute mode choices in a four-year quasi-experimental cohort study53 cited
  • 2016The influence of personality traits on airport public transport access mode choice: A hybrid latent class choice modeling approach48 cited
  • Cited by

    • 2024Assessing the spatial distribution and accessibility of public and private schools in Qatar: A GIS-based analysis24 cited
    • 2025How do transportation barriers affect healthcare visits? Using mobile-based trajectory data to inform health equity20 cited
    • 2024Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R20 cited
    • 2024A machine learning comparison of transportation mode changes from high-speed railway promotion in Thailand18 cited
    • 2024Geospatial Assessment of Healthcare Accessibility and Equity in Qatar in Preparation for the 2022 FIFA World Cup17 cited
    • 2024Sensitivity evaluation of machine learning-based calibrated transportation mode choice models: A case study of Alexandria City, Egypt16 cited
    • 2024Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review13 cited
    • 2025Systematic Review of Transportation Choice Modeling12 cited
    • 2025Leveraging machine learning to predict residential location choice: A comparative analysis12 cited
    • 2024Decoding Jakarta Women’s Non-Working Travel-Mode Choice: Insights from Interpretable Machine-Learning Models8 cited
    • 2025Machine Learning-Based Analysis of Travel Mode Preferences: Neural and Boosting Model Comparison Using Stated Preference Data from Thailand’s Emerging High-Speed Rail Network7 cited
    • 2024Health enhancement through activity travel participation and physical activity intensity7 cited
    • 2025Analyzing High-Speed Rail’s Transformative Impact on Public Transport in Thailand Using Machine Learning7 cited
    • 2024Analyzing spatiotemporal distribution patterns of metro ridership: Comparison between common-class and business-class carriage service6 cited
    • 2025Examining the Determinants on OD Metro Ridership: Insights from Machine Learning Approaches6 cited
    • 2025A machine learning approach to study the effect of parking pricing on transport mode choice to work using 2022 NHTS dataset5 cited