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Identifying commuters based on random forest of smartcard data
12 references·2 citing·45 second hop
Identifying commuters based on random forest of smartcard data (2020)Identifying commuters based on random for…Analysis of trip generation rates in residential commuting based on mobile phone signaling data (2019)Analysis of trip generation r…Understanding commuting patterns using transit smart card data (2016)Understanding commuting patte…Precise estimation of connections of metro passengers from Smart Card data (2015)Precise estimation of connect…Activity imputation for trip-chains elicited from smart-card data using a continuous hidden Markov model (2015)Activity imputation for trip-…The Impact of the Built Environment on Individual Workers’ Commuting Behavior in Beijing (2013)The Impact of the Built Envir…Smart card data use in public transit: A literature review (2011)Smart card data use in public…Driver-Assisted Bus Interview (2009)Driver-Assisted Bus InterviewMeasuring transit use variability with smart-card data (2007)Measuring transit use variabi…Estimating a Rail Passenger Trip Origin‐Destination Matrix Using Automatic Data Collection Systems (2007)Estimating a Rail Passenger T…The potential of public transport smart card data (2005)The potential of public trans…What role for smart-card data from bus systems? (2004)What role for smart-card data…Improving public transport ticketing through smart cards (2004)Improving public transport ti…Spatial-temporal identification of commuters using trip chain data from non-motorized mode incentive program and public transportation (2024)Spatial-temporal identificati…Construction of Commuters’ Multi-Mode Choice Model Based on Public Transport Operation Data (2022)Construction of Commuters’ Mu…Location and Land Use (1964)Location and Land Use: Toward a General Theory of Land Rent (1964)Travel and the Built Environment (2010)Built environmental correlates of physical activity in China: A review (2016)Understanding job-housing relationship and commuting pattern in Chinese cities: Past, present and future (2016)Exploring car ownership and car use in neighborhoods near metro stations in Beijing: Does the neighborhood built environment matter? (2017)Coefficient Alpha and the Internal Structure of Tests (1951)Transit Assignment for Congested Public Transport Systems: An Equilibrium Model (1993)Combining ITS and optimization in public transportation planning: state of the art and future research paths (2019)Data-driven model for passenger route choice in urban metro network (2019)Station-based average travel distance and its relationship with urban form and land use: An analysis of smart card data in Nanjing City, China (2019)Geography: A Modern Synthesis (1972)Geography: a modern synthesis (2004)Individual Trip Destination Estimation in a Transit Smart Card Automated Fare Collection System (2007)Spatiotemporal Patterns of Urban Human Mobility (2012)Behavioural data mining of transit smart card data: A data fusion approach (2014)Property, Privacy, and Personal Data (2004)Estimation of a disaggregate multimodal public transport Origin–Destination matrix from passive smartcard data from Santiago, Chile (2012)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)International Standards Organization (2010)Customer Loyalty and Chicago, Illinois, Transit Authority Buses (2011)Early birds, night owls, and tireless/recurring itinerants: An exploratory analysis of extreme transit behaviors in Beijing, China (2016)A Systematic Review of the Role of Land Use, Transport, and Energy-Environment Integration in Shaping Sustainable Cities (2023)Observing the rhythms of daily life: A six-week travel diary (2002)Introduction: Habitual travel choice (2003)Passenger Segmentation Using Smart Card Data (2014)Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies (2014)Inferring patterns in the multi-week activity sequences of public transport users (2016)Activity-based disaggregate travel demand model system with activity schedules (2001)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands (2009)Smart Card Data Mining of Public Transport Destination: A Literature Review (2018)Emerging Big Data Sources for Public Transport Planning: A Systematic Review on Current State of Art and Future Research Directions (2019)Exploring Individual Travel Patterns Across Private Car Trajectory Data (2019)Multiple Attribute Decision Making: Methods and Applications (1981)Mining smart card data for transit riders’ travel patterns (2013)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)Lockdowned: Everyday mobility changes in response to COVID-19 (2020)The impacts of COVID-19 pandemic on public transit demand in the United States (2020)Are transit users loyal? Revelations from a hazard model based on smart card data (2012)Estimating the Destination of Unlinked Trips in Transit Smart Card Fare Data (2015)A mixture model clustering approach for temporal passenger pattern characterization in public transport (2016)Bus Passenger Origin-Destination Estimation and Related Analyses Using Automated Data Collection Systems (2011)Clustering Smart Card Data for Urban Mobility Analysis (2016)Transport modelling in the age of big data (2017)
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References

  • 2011Smart card data use in public transit: A literature review930 cited
  • 2005The potential of public transport smart card data396 cited
  • 2016Understanding commuting patterns using transit smart card data351 cited
  • 2007Estimating a Rail Passenger Trip Origin‐Destination Matrix Using Automatic Data Collection Systems296 cited
  • 2007Measuring transit use variability with smart-card data271 cited
  • 2013The Impact of the Built Environment on Individual Workers’ Commuting Behavior in Beijing146 cited
  • 2004Improving public transport ticketing through smart cards107 cited
  • 2015Activity imputation for trip-chains elicited from smart-card data using a continuous hidden Markov model97 cited
  • 2004What role for smart-card data from bus systems?88 cited
  • 2015Precise estimation of connections of metro passengers from Smart Card data63 cited
  • 2019Analysis of trip generation rates in residential commuting based on mobile phone signaling data27 cited
  • 2009Driver-Assisted Bus Interview26 cited

Cited by

  • 2022Construction of Commuters’ Multi-Mode Choice Model Based on Public Transport Operation Data13 cited
  • 2024Spatial-temporal identification of commuters using trip chain data from non-motorized mode incentive program and public transportation

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11 cited