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Investigating the availability of wheelchair-accessible exits of urban rail transit stations: an explainable machine learning approach
16 references·0 citing·44 second hop
Investigating the availability of wheelchair-accessible exits of urban rail transit stations: an explainable machine learning approach (2025)Investigating the availability of wheelch…Impacts of disability on daily travel behaviour: A systematic review (2022)Impacts of disability on dail…Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning (2020)Threshold and moderating effe…Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)Examining non-linear built en…Investigating the barriers in a typical journey by public transport users with disabilities (2018)Investigating the barriers in…Applying a random forest method approach to model travel mode choice behavior (2018)Applying a random forest meth…Public Transportation: An Investigation of Barriers for People With Disabilities (2017)Public Transportation: An Inv…Perceived Accessibility of Public Transport as a Potential Indicator of Social Inclusion (2016)Perceived Accessibility of Pu…Land use characteristics of subway catchment areas and their influence on subway ridership in Seoul (2015)Land use characteristics of s…The analysis of transit-oriented development (TOD) in Washington, D.C. and Baltimore metropolitan areas (2014)The analysis of transit-orien…BRT TOD: Leveraging transit oriented development with bus rapid transit investments (2014)BRT TOD: Leveraging transit o…Classifying railway stations for strategic transport and land use planning: Context matters! (2010)Classifying railway stations …City centre accessibility for wheelchair users: The consumer perspective and the planning implications (2007)City centre accessibility for…Measuring Accessibility for People with a Disability (2003)Measuring Accessibility for P…Barriers, facilitators, and access for wheelchair users: sbstantive and methodologic lessons from a pilot study of environmental effects (2002)Barriers, facilitators, and a…Travel demand and the 3Ds: Density, diversity, and design (1997)Travel demand and the 3Ds: De…Geography and the Disabled: A Survey with Special Reference to Vision Impaired and Blind Populations (1993)Geography and the Disabled: A…Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking (1994)A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area (1997)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)How does the station-area built environment influence Metrorail ridership? Using gradient boosting decision trees to identify non-linear thresholds (2019)Examining the relationship between built environment and metro ridership at station-to-station level (2020)Transit Villages in the 21st Century (1998)The New transit town: best practices in transit-oriented development (2004)Transit-Oriented Development in the United States: Experiences, Challenges, and Prospects (2004)Measuring TOD around transit nodes - Towards TOD policy (2017)Transit-oriented development (TOD) typologies around metro station areas in urban China: A comparative analysis of five typical megacities for planning implications (2020)Time-varying and non-linear associations between metro ridership and the built environment (2022)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2005)Multiple Factor Analysis (2007)The Transit Metropolis: A Global Inquiry (1998)Influences of Built Environments on Walking and Cycling: Lessons from Bogotá (2009)Travel and the Built Environment (2010)Transforming cities with transit: transit and land-use integration for sustainable urban development (2013)Transport's historical, contemporary and future role in shaping urban development: Re-evaluating transit oriented development (2020)Studies in cognitive growth (1966)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)The mental image. (1978)Beyond geography's visible worlds: a cultural politics of music (1997)The embodied tourist experiences of people with vision impairment: Management implications beyond the visual gaze (2011)Socio-technical environments supporting people with cognitive disabilities using public transportation (2005)The Future of Disability in America (2007)The effect of the environment on participation of children and youth with disabilities: a scoping review (2013)Disability as Inequality: Social Disparities, Health Disparities, and Participation in Daily Activities (2018)Community participation and public transportation barriers experienced by people with disabilities (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)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)How derived is the demand for travel? Some conceptual and measurement considerations (2001)Travel and the Built Environment: A Synthesis (2001)Model-Dependent Variance Inflation Factor Cutoff Values (2002)Non-linear associations between built environment and active travel for working and shopping: An extreme gradient boosting approach (2021)Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo (2018)Elaborating non-linear associations and synergies of subway access and land uses with urban vitality in Shenzhen (2020)Nonlinear effects of built environment on intermodal transit trips considering spatial heterogeneity (2021)Physical activity participation among persons with disabilities (2004)Handbook of Disease Burdens and Quality of Life Measures (2009)
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References

  • 1997Travel demand and the 3Ds: Density, diversity, and design4,588 cited
  • 2018Applying a random forest method approach to model travel mode choice behavior491 cited
  • 2020Examining non-linear built environment effects on elderly’s walking: A random forest approach352 cited
  • 2017Public Transportation: An Investigation of Barriers for People With Disabilities327 cited
  • 2015Land use characteristics of subway catchment areas and their influence on subway ridership in Seoul320 cited
  • 1993Geography and the Disabled: A Survey with Special Reference to Vision Impaired and Blind Populations302 cited
  • 2014The analysis of transit-oriented development (TOD) in Washington, D.C. and Baltimore metropolitan areas268 cited
  • 2002Barriers, facilitators, and access for wheelchair users: sbstantive and methodologic lessons from a pilot study of environmental effects259 cited
  • 2014BRT TOD: Leveraging transit oriented development with bus rapid transit investments257 cited
  • 2020Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning226 cited
  • 2003Measuring Accessibility for People with a Disability219 cited
  • 2016Perceived Accessibility of Public Transport as a Potential Indicator of Social Inclusion202 cited
  • 2018Investigating the barriers in a typical journey by public transport users with disabilities195 cited

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2010
Classifying railway stations for strategic transport and land use planning: Context matters!
188 cited
  • 2007City centre accessibility for wheelchair users: The consumer perspective and the planning implications171 cited
  • 2022Impacts of disability on daily travel behaviour: A systematic review132 cited
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