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A machine learning approach to study the effect of parking pricing on transport mode choice to work using 2022 NHTS dataset
16 references·0 citing·52 second hop
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 to study the …Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R (2024)Travel Mode Choice Prediction…Understanding Travel Mode Choice Behavior: Influencing Factors Analysis and Prediction with Machine Learning Method (2023)Understanding Travel Mode Cho…On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice (2023)On Hyperparameter Optimizatio…Analysis of mode choice affects from the introduction of Doha Metro using machine learning and statistical analysis (2023)Analysis of mode choice affec…A prediction and behavioural analysis of machine learning methods for modelling travel mode choice (2023)A prediction and behavioural …Predicting the travel mode choice with interpretable machine learning techniques: A comparative study (2022)Predicting the travel mode ch…Do urban parking restrictions and Low Emission Zones encourage a greener mobility? (2022)Do urban parking restrictions…A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions (2022)A Random Effect Bayesian Neur…Employer-paid parking, mode choice, and suburbanization (2018)Employer-paid parking, mode c…Applying a random forest method approach to model travel mode choice behavior (2018)Applying a random forest meth…Effect of Parking Charges at Transit Stations on Park-and-Ride Mode Choice (2013)Effect of Parking Charges at …Defining parking price based on users' attitudes (2012)Defining parking price based …Travel behavior at the household level: understanding linkages with residential choice (2002)Travel behavior at the househ…Effect of Free Parking on Commuter Mode Choice: Evidence from Travel Diary Data (2001)Effect of Free Parking on Com…Mode choice for the journey to work among formal sector employees in Accra, Ghana (1993)Mode choice for the journey t…Determining Sample Size for Research Activities (1970)Determining Sample Size for R…Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete choice analysis: Theory and application to travel demand (1988)Travel demand and the 3Ds: Density, diversity, and design (1997)Curbing automobile use for sustainable transportation: analysis of mode choice on short home-based trips (2008)Better understanding the choice of travel mode by urban residents: New insights from the catchment areas of rail transit stations (2019)Comparing urban form influences on travel distance, car ownership, and mode choice (2024)Parking demand and responsiveness to supply, pricing and location in the Sydney central business district (2001)The evidence base for parking policies—a review (2006)Efficient Methodology for Assessment of Targets and Policy Measures for Sustainable Mobility Systems (2013)User response to parking policy change: A comparison of stated and revealed preference data (2015)Transportation for Livable Cities (2017)The impact of parking pricing on mode choice (2023)The Geography of Urban Transportation (1996)Evaluating the effects of cashing out employer-paid parking: Eight case studies (1997)Does neighborhood design influence travel?: A behavioral analysis of travel diary and GIS data (1998)Modeling residential sorting effects to understand the impact of the built environment on commute mode choice (2007)Does residential parking supply affect household car ownership? The case of New York City (2012)Examining the influence of stop level infrastructure and built environment on bus ridership in Montreal (2016)A temporal and spatial equilibrium analysis of commuter parking (1991)Crowding in public transport systems: Effects on users, operation and implications for the estimation of demand (2013)Pricing workplace parking via cash-out: Effects on modal choice and implications for transport policy (2018)Impact of Suburbanisation on Sustainable Development of Settlements in Suburban Spaces: Smart and New Solutions (2019)Urban Land Use and Transportation Planning for Climate Change Mitigation: A Theoretical Framework (2019)On the measurement of inequality (1970)Built environments and mode choice: toward a normative framework (2002)The effects of attitudes and personality traits on mode choice (2005)Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models (2020)To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)Applied Choice Analysis (2005)Finding Our Way: An Introduction to Path Analysis (2005)The effects of low-carbon city construction on bus trips (2023)European Union co-funded investments in low-emission and green energy in urban public transport in Poland (2024)The political price of superblocks. Electoral outcomes of sustainable transport interventions in Barcelona (2024)The measurement of urban travel demand (1974)Mixed MNL models for discrete response (2000)Public transport equity with the concept of time-dependent accessibility using Geostatistics methods, Lorenz curves, and Gini coefficients (2023)Tourists' urban travel modes: Choices for enhanced transport and environmental sustainability (2024)Conditional logit analysis of qualitative choice behavior (1972)Discrete Choice Methods with Simulation (2001)A machine learning approach for unraveling the influence of air quality awareness on travel behavior (2024)A Systematic Review of the Coopetition Relationship between Bike‐Sharing and Public Transit (2024)Discrete Choice Models and Artificial Intelligence Techniques for Predicting the Determinants of Transport Mode Choice—A Systematic Review (2024)BIOGEME: a free package for the estimation of discrete choice models (2003)Evaluating multiple classifiers for stock price direction prediction (2015)A comparative study of machine learning classifiers for modeling travel mode choice (2017)A multi-task Transformer with mixture-of-experts for personalized periodic predictions of individual travel behavior in multimodal public transport (2025)Investigating the factors influencing intercity travel mode choice in urban agglomerations: Insights from a three-phase framework (2025)Non-linear built environment effects on travel behavior resilience under extreme weather events (2025)The impact of culture and governance on corporate social reporting (2005)The influence of eWOM in social media on consumers’ purchase intentions: An extended approach to information adoption (2016)Sample Size for Survey Research: Review and Recommendations (2020)
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References

  • 1970Determining Sample Size for Research Activities18,904 cited
  • 2018Applying a random forest method approach to model travel mode choice behavior491 cited
  • 2001Effect of Free Parking on Commuter Mode Choice: Evidence from Travel Diary Data189 cited
  • 2022Predicting the travel mode choice with interpretable machine learning techniques: A comparative study170 cited
  • 2002Travel behavior at the household level: understanding linkages with residential choice104 cited
  • 2023On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice94 cited
  • 2023A prediction and behavioural analysis of machine learning methods for modelling travel mode choice61 cited
  • 2018Employer-paid parking, mode choice, and suburbanization59 cited
  • 2022Do urban parking restrictions and Low Emission Zones encourage a greener mobility?57 cited
  • 2012Defining parking price based on users' attitudes57 cited
  • 2023Understanding Travel Mode Choice Behavior: Influencing Factors Analysis and Prediction with Machine Learning Method51 cited
  • 1993Mode choice for the journey to work among formal sector employees in Accra, Ghana47 cited
  • 2023Analysis of mode choice affects from the introduction of Doha Metro using machine learning and statistical analysis45 cited
  • 2022A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions

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37 cited
  • 2013Effect of Parking Charges at Transit Stations on Park-and-Ride Mode Choice35 cited
  • 2024Travel Mode Choice Prediction to Pursue Sustainable Transportation and Enhance Health Parameters Using R20 cited
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