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Targeting Sustainable Transportation Development: The Support Vector Machine and the Bayesian Optimization Algorithm for Classifying Household Vehicle Ownership
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Targeting Sustainable Transportation Development: The Support Vector Machine and the Bayesian Optimization Algorithm for Classifying Household Vehicle Ownership (2022)Targeting Sustainable Transportation Deve…Nonlinear and interaction effects of land use and motorcycles/E-bikes on car ownership (2021)Nonlinear and interaction eff…Examining the effects of urbanization and purchasing power on the relationship between motorcycle ownership and economic development: A panel data (2020)Examining the effects of urba…Bayesian Optimization for Adaptive Experimental Design: A Review (2020)Bayesian Optimization for Ada…Travel behaviour and life course: Examining changes in car use after residential relocation in Beijing (2018)Travel behaviour and life cou…Exploring car ownership and car use in neighborhoods near metro stations in Beijing: Does the neighborhood built environment matter? (2017)Exploring car ownership and c…Effects of metro transit on the ownership of mobility instruments in Xi’an, China (2016)Effects of metro transit on t…Car ownership and urban development in Chinese cities: A panel data analysis (2016)Car ownership and urban devel…Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review (2014)Alternative Modeling Approach…Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…Factors affecting modal choice in urban mobility (2012)Factors affecting modal choic…Modeling Private Car Ownership in China (2010)Modeling Private Car Ownershi…Car ownership and access to jobs in Spain (2009)Car ownership and access to j…Volatility of car ownership, commuting mode and time in the UK (2007)Volatility of car ownership, …Comparison of car ownership models (2004)Comparison of car ownership m…Nested Logit Models and Artificial Neural Networks for Predicting Household Automobile Choices: Comparison of Performance (2002)Nested Logit Models and Artif…How the built environment affects physical activity (2002)How the built environment aff…Air passenger mode choice modelling for airport access: a review (2025)Air passenger mode choice mod…Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R (2024)Travel Mode Choice Prediction…Relationship Among Socio-demographic Characteristics, Activity-Travel Participation, Travel Parameter, Physical Activity Intensity, and Health Parameters (2024)Relationship Among Socio-demo…Interaction of activity travel, GHG emissions, and health parameters using R – A Step towards sustainable transportation system (2024)Interaction of activity trave…Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review (2024)Discrete Choice Models and Ar…THE INFLUENCE OF TRAVEL MODE CHOICE ON SUBJECTIVE WELL-BEING - A CASE STUDY (2023)THE INFLUENCE OF TRAVEL MODE …Power analysis and determination of sample size for covariance structure modeling. 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New evidence from urban agglomerations in the middle reaches of the Yangtze River (2022)Obesity relationships with community design, physical activity, and time spent in cars (2004)Correlation or causality between the built environment and travel behavior? Evidence from Northern California (2005)Travel and the Built Environment (2010)Exploring impacts of the built environment on transit travel: Distance, time and mode choice, for urban villages in Shenzhen, China (2019)Systematic review and comparison of densification effects and planning motivations (2021)Design and Analysis of Computer Experiments (1989)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Bayesian Optimization in High-Dimensional Spaces: A Brief Survey (2021)Design of Experiments and machine learning for product innovation: A systematic literature review (2021)Beyond playing 20 questions with nature: Integrative experiment design in the social and behavioral sciences (2022)Does commuting distance matter? (2003)Understanding repetitive travel mode choices in a stable context: A panel study approach (2006)A dynamic analysis of household car ownership (2010)Changes in travel mode use after residential relocation: a contribution to mobility biographies (2012)The effect of work-related factors on the bicycle commute mode choice in the Netherlands (2012)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A Tutorial on Bayesian Optimization (2018)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)
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References

  • 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
  • 2002How the built environment affects physical activity1,916 cited
  • 2020Bayesian Optimization for Adaptive Experimental Design: A Review525 cited
  • 2004Comparison of car ownership models282 cited
  • 2007Volatility of car ownership, commuting mode and time in the UK220 cited
  • 2012Factors affecting modal choice in urban mobility160 cited
  • 2017Exploring car ownership and car use in neighborhoods near metro stations in Beijing: Does the neighborhood built environment matter?133 cited
  • 2010Modeling Private Car Ownership in China116 cited
  • 2014Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review114 cited
  • 2016Car ownership and urban development in Chinese cities: A panel data analysis113 cited
  • 2018Travel behaviour and life course: Examining changes in car use after residential relocation in Beijing82 cited
  • 2021Nonlinear and interaction effects of land use and motorcycles/E-bikes on car ownership81 cited
  • 2002Nested Logit Models and Artificial Neural Networks for Predicting Household Automobile Choices: Comparison of Performance73 cited
  • 2016Effects of metro transit on the ownership of mobility instruments in Xi’an, China69 cited

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  • 2009Car ownership and access to jobs in Spain68 cited
  • 2020Examining the effects of urbanization and purchasing power on the relationship between motorcycle ownership and economic development: A panel data40 cited
  • Cited by

    • 2024Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R20 cited
    • 2024Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review13 cited
    • 2024Interaction of activity travel, GHG emissions, and health parameters using R – A Step towards sustainable transportation system8 cited
    • 2023THE INFLUENCE OF TRAVEL MODE CHOICE ON SUBJECTIVE WELL-BEING - A CASE STUDY7 cited
    • 2025Air passenger mode choice modelling for airport access: a review4 cited
    • 2024Relationship Among Socio-demographic Characteristics, Activity-Travel Participation, Travel Parameter, Physical Activity Intensity, and Health Parameters4 cited