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Machine Learning Approach to Quantity Management for Long-Term Sustainable Development of Dockless Public Bike: Case of Shenzhen in China
16 references·1 citing·31 second hop
Machine Learning Approach to Quantity Management for Long-Term Sustainable Development of Dockless Public Bike: Case of Shenzhen in China (2020)Machine Learning Approach to Quantity Man…A modeling framework for the dynamic management of free-floating bike-sharing systems (2018)A modeling framework for the …Exploring the impact of built environment factors on the use of public bikes at bike stations: Case study in Zhongshan, China (2016)Exploring the impact of built…Understanding Spatiotemporal Patterns of Biking Behavior by Analyzing Massive Bike Sharing Data in Chicago (2015)Understanding Spatiotemporal …Modeling Bike Share Station Activity: Effects of Nearby Businesses and Jobs on Trips to and from Stations (2015)Modeling Bike Share Station A…Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto (2015)Effects of built environment …Analysing bicycle-sharing system user destination choice preferences: Chicago’s Divvy system (2015)Analysing bicycle-sharing sys…The impact of weather conditions on bikeshare trips in Washington, DC (2014)The impact of weather conditi…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 Clus…Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity (2014)Incentives and redistribution…How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal (2014)How land-use and urban form i…Station-Level Forecasting of Bikesharing Ridership (2013)Station-Level Forecasting of …Mining bicycle sharing data for generating insights into sustainable transport systems (2013)Mining bicycle sharing data f…Understanding 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 …Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bike-sharing: History, Impact…Introduction to Data Mining (2007)Introduction to Data MiningA Balanced Strategy for the FFBS Operator Integrating Dispatch Area, Route, and Depot Based on Multimodel Technologies (2021)A Balanced Strategy for the F…The power of two choices in randomized load balancing (2001)Large-Scale Vehicle Sharing Systems: Analysis of Vélib' (2012)Mapping the bike sharing research published from 2010 to 2018: A scientometric review (2018)A review of bicycle-sharing service planning problems (2020)How the built environment affects physical activity (2002)Obesity relationships with community design, physical activity, and time spent in cars (2004)Bikesharing in Europe, the Americas, and Asia (2010)Bikeshare trip generation in New York City (2016)Bike Share: A Synthesis of the Literature (2013)Bike sharing: A review of evidence on impacts and processes of implementation and operation (2015)Environmental benefits of bike sharing: A big data-based analysis (2018)A review on bike-sharing: The factors affecting bike-sharing demand (2019)Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Modelling the potential effect of shared bicycles on public transport travel times in Greater Helsinki: An open data approach (2013)Statistical and Econometric Methods for Transportation Data Analysis (2003)Walking, Bicycling, and Urban Landscapes: Evidence From the San Francisco Bay Area (2003)The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets (2018)Built environment effects on the integration of dockless bike-sharing and the metro (2020)Explaining walking distance to public transport: The dominance of public transport supply (2013)Health effects of the London bicycle sharing system: health impact modelling study (2014)Intentions to use bike-sharing for holiday cycling: An application of the Theory of Planned Behavior (2014)Evaluation of sustainable transport research in 2000–2019 (2020)Travel and the Built Environment: A Synthesis (2001)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies (2011)Bikeshare: A Review of Recent Literature (2015)A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data (2020)Dockless bike-sharing systems: what are the implications? (2020)Using data mining to improve assessment of credit worthiness via credit scoring models (2011)A Methodology for Direct and Indirect Discrimination Prevention in Data Mining (2012)Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks (2018)
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References

  • 2009Bike-sharing: History, Impacts, Models of Provision, and Future1,070 cited
  • 2007Introduction to Data Mining941 cited
  • 2015Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto570 cited
  • 2014How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal486 cited
  • 2013Mining bicycle sharing data for generating insights into sustainable transport systems368 cited
  • 2014The impact of weather conditions on bikeshare trips in Washington, DC330 cited
  • 2011Understanding Bike-Sharing Systems using Data Mining: Exploring Activity Patterns307 cited
  • 2014Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity288 cited
  • 2013Station-Level Forecasting of Bikesharing Ridership277 cited
  • 2015Modeling Bike Share Station Activity: Effects of Nearby Businesses and Jobs on Trips to and from Stations275 cited
  • 2018A modeling framework for the dynamic management of free-floating bike-sharing systems269 cited
  • 2016Exploring the impact of built environment factors on the use of public bikes at bike stations: Case study in Zhongshan, China258 cited
  • 2011SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE251 cited
  • 2015Analysing bicycle-sharing system user destination choice preferences: Chicago’s Divvy system

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199 cited
  • 2014Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris182 cited
  • 2015Understanding Spatiotemporal Patterns of Biking Behavior by Analyzing Massive Bike Sharing Data in Chicago176 cited
  • Cited by

    • 2021A Balanced Strategy for the FFBS Operator Integrating Dispatch Area, Route, and Depot Based on Multimodel Technologies5 cited