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Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris
13 references·16 citing·42 second hop
Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris (2014)Model-Based Count Series Clustering for B…Understanding individual mobility patterns from urban sensing data: A mobile phone trace example (2012)Understanding individual mobi…Large-Scale Vehicle Sharing Systems: Analysis of Vélib' (2012)Large-Scale Vehicle Sharing S…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Urban computing with taxicabs (2011)Urban computing with taxicabsUnderstanding Bike-Sharing Systems using Data Mining: Exploring Activity Patterns (2011)Understanding Bike-Sharing Sy…SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE (2011)SHARED BICYCLES IN A CITY: A …Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Urban cycles and mobility pat…Strategic design of public bicycle sharing systems with service level constraints (2010)Strategic design of public bi…Sensing and predicting the pulse of the city through shared bicycling (2009)Sensing and predicting the pu…Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bike-sharing: History, Impact…Bicycling for Transportation and Health: The Role of Infrastructure (2009)Bicycling for Transportation …Making Cycling Irresistible: Lessons from The Netherlands, Denmark and Germany (2008)Making Cycling Irresistible: …Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Mobile Landscapes: Using Loca…Intelligent management of bike sharing in smart cities using machine learning and Internet of Things (2021)Intelligent management of bik…Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network (2021)Dynamic Planning of Bicycle S…Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories (2020)Understanding intra-urban hum…An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility (2020)An equality-based model for b…Modeling bike counts in a bike-sharing system considering the effect of weather conditions (2019)Modeling bike counts in a bik…Modeling bike counts in a bike-sharing system considering the effect of weather conditions (2019)Modeling bike counts in a bik…Understanding bike sharing travel patterns: An analysis of trip data from eight cities (2018)Understanding bike sharing tr…Towards Station-Level Demand Prediction for Effective Rebalancing in Bike-Sharing Systems (2018)Towards Station-Level Demand …Built environment and public bike usage for metro access: A comparison of neighborhoods in Beijing, Taipei, and Tokyo (2018)Built environment and public …A comparison of users’ characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China (2018)A comparison of users’ charac…Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London (2017)Understanding the impacts of …The Sharing Economy in Computing (2017)The Sharing Economy in Comput…Hybrid cluster-regression approach to model bikeshare station usage (2017)Hybrid cluster-regression app…Bicycle-Sharing System Analysis and Trip Prediction (2016)Bicycle-Sharing System Analys…Understanding Spatiotemporal Patterns of Biking Behavior by Analyzing Massive Bike Sharing Data in Chicago (2015)Understanding Spatiotemporal …Big Data and Cycling (2015)Big Data and CyclingBikesharing in Europe, the Americas, and Asia (2010)Modelling the potential effect of shared bicycles on public transport travel times in Greater Helsinki: An open data approach (2013)Exploring the impact of built environment factors on the use of public bikes at bike stations: Case study in Zhongshan, China (2016)A modeling framework for the dynamic management of free-floating bike-sharing systems (2018)Time Series Analysis: Forecasting and Control. (1978)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Mining bicycle sharing data for generating insights into sustainable transport systems (2013)Traffic prediction in a bike-sharing system (2015)A review on bike-sharing: The factors affecting bike-sharing demand (2019)Me++ (2003)Me++: The Cyborg Self and the Networked City (2003)Dynamic population mapping using mobile phone data (2014)A survey of results on mobile phone datasets analysis (2015)Human mobility: Models and applications (2018)THE MAXIMAL COVERING LOCATION PROBLEM (1974)Discrete location theory (1991)Facility location : applications and theory (2001)Optimizing the location of stations in bike-sharing programs: A GIS approach (2012)Reality mining: sensing complex social systems (2005)Understanding intra-urban trip patterns from taxi trajectory data (2012)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Revealing travel patterns and city structure with taxi trip data (2015)Bicycle Commuting and Facilities in Major U.S. Cities: If You Build Them, Commuters Will Use Them (2003)Promoting Safe Walking and Cycling to Improve Public Health: Lessons From The Netherlands and Germany (2003)Walking, Bicycling, and Urban Landscapes: Evidence From the San Francisco Bay Area (2003)Cycling to work in 90 large American cities: new evidence on the role of bike paths and lanes (2011)Bikeway Networks: A Review of Effects on Cycling (2015)Examining the impacts of residential self-selection on travel behavior: A focus on methodologies (2007)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Development of origin–destination matrices using mobile phone call data (2014)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)The universal visitation law of human mobility (2021)Sustainability and Cities: Overcoming Automobile Dependence (1999)Commuting by Bicycle: An Overview of the Literature (2009)Infrastructure, programs, and policies to increase bicycling: An international review (2009)Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis (2017)Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies (2011)Bikeshare: A Review of Recent Literature (2015)Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto (2015)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)
this work references cited by second hop

References

  • 2008Making Cycling Irresistible: Lessons from The Netherlands, Denmark and Germany1,591 cited
  • 2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
  • 2009Bike-sharing: History, Impacts, Models of Provision, and Future1,070 cited
  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis865 cited
  • 2012Understanding individual mobility patterns from urban sensing data: A mobile phone trace example645 cited
  • 2011Urban computing with taxicabs529 cited
  • 2009Bicycling for Transportation and Health: The Role of Infrastructure467 cited
  • 2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system446 cited
  • 2010Strategic design of public bicycle sharing systems with service level constraints435 cited
  • 2011Understanding Bike-Sharing Systems using Data Mining: Exploring Activity Patterns307 cited
  • 2009Sensing and predicting the pulse of the city through shared bicycling307 cited
  • 2012Large-Scale Vehicle Sharing Systems: Analysis of Vélib'291 cited
  • 2011SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE251 cited

Cited by

  • 2015Understanding Spatiotemporal Patterns of Biking Behavior by Analyzing Massive Bike Sharing Data in Chicago

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176 cited
  • 2015Big Data and Cycling160 cited
  • 2017Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London152 cited
  • 2018Built environment and public bike usage for metro access: A comparison of neighborhoods in Beijing, Taipei, and Tokyo143 cited
  • 2017The Sharing Economy in Computing130 cited
  • 2018Understanding bike sharing travel patterns: An analysis of trip data from eight cities120 cited
  • 2018Towards Station-Level Demand Prediction for Effective Rebalancing in Bike-Sharing Systems103 cited
  • 2020An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility102 cited
  • 2021Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network100 cited
  • 2018A comparison of users’ characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China96 cited
  • 2021Intelligent management of bike sharing in smart cities using machine learning and Internet of Things88 cited
  • 2020Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories85 cited
  • 2017Hybrid cluster-regression approach to model bikeshare station usage84 cited
  • 2016Bicycle-Sharing System Analysis and Trip Prediction84 cited
  • 2019Modeling bike counts in a bike-sharing system considering the effect of weather conditions80 cited
  • 2019Modeling bike counts in a bike-sharing system considering the effect of weather conditions77 cited