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Mode choice behavior of high school goers: Evaluating logistic regression and MLP neural networks
16 references·15 citing·49 second hop
Mode choice behavior of high school goers: Evaluating logistic regression and MLP neural networks (2018)Mode choice behavior of high school goers…School travel mode choice in Beijing, China (2017)School travel mode choice in …The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden (2015)The influence of weather char…Making public transport financially sustainable (2010)Making public transport finan…Determinants of transport mode choice: a comparison of Germany and the USA (2010)Determinants of transport mod…Built Environment Effects on Children’s School Travel in Taipai: Independence and Travel Mode (2009)Built Environment Effects on …Travel-to-school mode choice modelling and patterns of school choice in urban areas (2008)Travel-to-school mode choice …Children’s mode choice for the school trip: the role of distance and school location in walking to school (2007)Children’s mode choice for th…Why Canadians cycle more than Americans: A comparative analysis of bicycling trends and policies (2006)Why Canadians cycle more than…Unsustainable Transport: City Transport in the New Century (2005)Unsustainable Transport: City…Car ownership, travel and land use: a comparison of the US and Great Britain (2005)Car ownership, travel and lan…Neighborhood Design and Rates of Walking and Biking to Elementary School in 34 California Communities (2004)Neighborhood Design and Rates…Spatial context and the complexity of daily travel patterns: an international comparison (2003)Spatial context and the compl…Encouraging Walking: The Case of Journey-to-school Trips in Compact Urban Areas (2001)Encouraging Walking: The Case…The future mobility of the world population (2000)The future mobility of the wo…A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice (2000)A comparison of the predictiv…Sample size in factor analysis. (1999)Sample size in factor analysi…Application of Artificial Neural Networks (ANN) in Investigating Travel Mode Choice: A Case Study of Langsa-Penang Passenger Ferry (2025)Application of Artificial Neu…How does tourism affect permanent residents’ travel preferences? The case of Rhodes, Greece (2023)How does tourism affect perma…Factors Affecting Active Commuting to School in Sprawled Cities: The Case of Najran City, Saudi Arabia (2023)Factors Affecting Active Comm…Exploration of women cyclists’ perceived security using tree-based machine learning algorithms (2023)Exploration of women cyclists…An exploratory analysis of factors that encourage students to choose sustainable modes in travelling to schools: evidence from Victoria, Australia (2023)An exploratory analysis of fa…Activity-based model based on long short-term memory network and mobile phone signalling data (2023)Activity-based model based on…Testing and enhancing spatial transferability of artificial neural networks based travel behavior models (2022)Testing and enhancing spatial…Exploring home-to-school trip mode choices in Kandy, Sri Lanka (2022)Exploring home-to-school trip…Transportation mode choice behavior with recommender systems: A case study on Beijing (2021)Transportation mode choice be…Influence of Socio-Cultural Attributes on Stigmatizing Public Transport in Saudi Arabia (2021)Influence of Socio-Cultural A…Factors affecting students’ intentions to use a university bus: Importance of travel attitudes and service quality attributes (2021)Factors affecting students’ i…Transport Mode Choice for Residents in a Tourist Destination: The Long Road to Sustainability (the Case of Mallorca, Spain) (2020)Transport Mode Choice for Res…Gender-Responsive Public Transportation in the Dammam Metropolitan Region, Saudi Arabia (2020)Gender-Responsive Public Tran…A Nested Ensemble Approach with ANNs to Investigate the Effect of Socioeconomic Attributes on Active Commuting of University Students (2020)A Nested Ensemble Approach wi…Travel-To-School Mode Choice Modelling Employing Artificial Intelligence Techniques: A Comparative Study (2019)Travel-To-School Mode Choice …Travel demand and the 3Ds: Density, diversity, and design (1997)Environmental factors associated with adults' participation in physical activity A review (2002)Relationship between Urban Sprawl and Physical Activity, Obesity, and Morbidity (2003)Encouraging Walking for Transport and Physical Activity in Children and Adolescents (2009)Parks and People: An Environmental Justice Inquiry in Baltimore, Maryland (2009)Sociodemographic, Family, and Environmental Factors Associated with Active Commuting to School among US Adolescents (2009)One False Move...: A Study of Children's Independent Mobility (1991)Discrete Choice Methods with Simulation (2003)Personal, Family, Social, and Environmental Correlates of Active Commuting to School (2006)Why Parents Drive Children to School: Implications for Safe Routes to School Programs (2009)U.S. School Travel, 2009 (2011)Independent Mobility and Mode Choice for School Transportation: A Review and Framework for Future Research (2012)CITIES AND AUTOMOBILE DEPENDENCE: AN INTERNATIONAL SOURCEBOOK (1989)Sustainability and Cities: Overcoming Automobile Dependence (1999)Land Use Impacts on Transport How Land Use Factors Affect Travel Behavior (2005)Dimensions of urban mobility cultures – a comparison of German cities (2013)Impact of COVID-19: A radical modal shift from public to private transport mode (2021)Conditional logit analysis of qualitative choice behavior (1972)Discrete Choice Analysis: Theory and Application to Travel Demand. 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References

  • 1999Sample size in factor analysis.5,487 cited
  • 2000The future mobility of the world population673 cited
  • 2005Unsustainable Transport: City Transport in the New Century423 cited
  • 2007Children’s mode choice for the school trip: the role of distance and school location in walking to school422 cited
  • 2010Determinants of transport mode choice: a comparison of Germany and the USA396 cited
  • 2006Why Canadians cycle more than Americans: A comparative analysis of bicycling trends and policies372 cited
  • 2005Car ownership, travel and land use: a comparison of the US and Great Britain310 cited
  • 2001Encouraging Walking: The Case of Journey-to-school Trips in Compact Urban Areas235 cited
  • 2004Neighborhood Design and Rates of Walking and Biking to Elementary School in 34 California Communities223 cited
  • 2008Travel-to-school mode choice modelling and patterns of school choice in urban areas206 cited
  • 2000A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice182 cited
  • 2015The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden153 cited
  • 2010Making public transport financially sustainable151 cited
  • 2009Built Environment Effects on Children’s School Travel in Taipai: Independence and Travel Mode

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136 cited
  • 2003Spatial context and the complexity of daily travel patterns: an international comparison135 cited
  • 2017School travel mode choice in Beijing, China123 cited
  • Cited by

    • 2020Gender-Responsive Public Transportation in the Dammam Metropolitan Region, Saudi Arabia51 cited
    • 2022Exploring home-to-school trip mode choices in Kandy, Sri Lanka40 cited
    • 2019Travel-To-School Mode Choice Modelling Employing Artificial Intelligence Techniques: A Comparative Study40 cited
    • 2021Transportation mode choice behavior with recommender systems: A case study on Beijing35 cited
    • 2021Influence of Socio-Cultural Attributes on Stigmatizing Public Transport in Saudi Arabia22 cited
    • 2020A Nested Ensemble Approach with ANNs to Investigate the Effect of Socioeconomic Attributes on Active Commuting of University Students15 cited
    • 2020Transport Mode Choice for Residents in a Tourist Destination: The Long Road to Sustainability (the Case of Mallorca, Spain)13 cited
    • 2023Activity-based model based on long short-term memory network and mobile phone signalling data11 cited
    • 2023How does tourism affect permanent residents’ travel preferences? The case of Rhodes, Greece11 cited
    • 2022Testing and enhancing spatial transferability of artificial neural networks based travel behavior models8 cited
    • 2023Factors Affecting Active Commuting to School in Sprawled Cities: The Case of Najran City, Saudi Arabia8 cited
    • 2023Exploration of women cyclists’ perceived security using tree-based machine learning algorithms7 cited
    • 2023An exploratory analysis of factors that encourage students to choose sustainable modes in travelling to schools: evidence from Victoria, Australia7 cited
    • 2021Factors affecting students’ intentions to use a university bus: Importance of travel attitudes and service quality attributes7 cited
    • 2025Application of Artificial Neural Networks (ANN) in Investigating Travel Mode Choice: A Case Study of Langsa-Penang Passenger Ferry5 cited