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Challenges and opportunities in algorithmic solutions for re-balancing in bike sharing systems
16 references·7 citing·34 second hopsampled
Challenges and opportunities in algorithmic solutions for re-balancing in bike sharing systems (2020)Challenges and opportunities in algorithm…Optimizing Rebalance Scheme for Dock-Less Bike Sharing Systems with Adaptive User Incentive (2019)Optimizing Rebalance Scheme f…A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems (2019)A Deep Reinforcement Learning…Dynamic Bike Reposition (2018)Dynamic Bike RepositionDistributed Trip Selection Game for Public Bike System with Crowdsourcing (2018)Distributed Trip Selection Ga…Robust repositioning to counter unpredictable demand in bike sharing systems (2016)Robust repositioning to count…Rebalancing Bike Sharing Systems (2016)Rebalancing Bike Sharing Syst…Mobility Modeling and Prediction in Bike-Sharing Systems (2016)Mobility Modeling and Predict…Dynamic cluster-based over-demand prediction in bike sharing systems (2016)Dynamic cluster-based over-de…Traffic prediction in a bike-sharing system (2015)Traffic prediction in a bike-…Station Site Optimization in Bike Sharing Systems (2015)Station Site Optimization in …Incentivizing Users for Balancing Bike Sharing Systems (2015)Incentivizing Users for Balan…Bike sharing station placement leveraging heterogeneous urban open data (2015)Bike sharing station placemen…Public Bikesharing in North America during a Period of Rapid Expansion: Understanding Business Models, Industry Trends, and User Impacts (2014)Public Bikesharing in North A…Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity (2014)Incentives and redistribution…Balancing Bicycle Sharing Systems: An Approach for the Dynamic Case (2014)Balancing Bicycle Sharing Sys…Optimizing the location of stations in bike-sharing programs: A GIS approach (2012)Optimizing the location of st…The research landscape of first- and last-mile in public transport systems: A bibliometric analysis (2025)The research landscape of fir…Interpretable Machine Learning for Intelligent Transportation in Bike-Sharing (2023)Interpretable Machine Learnin…A Comparison in Travel Characteristics of Bike-Sharing between College Students and Office Workers Based on Theory of Planned Behavior (2023)A Comparison in Travel Charac…Quantifying the comprehensive benefit of the bike-sharing system under cycling behavior differences (2022)Quantifying the comprehensive…Hotspots Identification and Classification of Dockless Bicycle Sharing Service under Electric Fence Circumstances (2022)Hotspots Identification and C…Bike-sharing systems rebalancing considering redistribution proportions: A user-based repositioning approach (2022)Bike-sharing systems rebalanc…A Real-Time Bike Trip Planning Policy With Self-Organizing Bike Redistribution (2021)A Real-Time Bike Trip Plannin…The power of two choices in randomized load balancing (2001)Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Large-Scale Vehicle Sharing Systems: Analysis of Vélib' (2012)A modeling framework for the dynamic management of free-floating bike-sharing systems (2018)Mapping the bike sharing research published from 2010 to 2018: A scientometric review (2018)A review of bicycle-sharing service planning problems (2020)Infrastructure, programs, and policies to increase bicycling: An international review (2009)Bikesharing in Europe, the Americas, and Asia (2010)Discovering regions of different functions in a city using human mobility and POIs (2012)Mining large-scale human mobility data for long-term crime prediction (2018)A Hybrid Machine Learning Model for Demand Prediction of Edge-Computing-Based Bike-Sharing System Using Internet of Things (2020)Analysis on bike-share ridership for origin-destination pairs: Effects of public transit route characteristics and land-use patterns (2021)Optimum Locations of Switching Centers and the Absolute Centers and Medians of a Graph (1964)The Location of Emergency Service Facilities (1971)THE MAXIMAL COVERING LOCATION PROBLEM (1974)Bike sharing: A review of evidence on impacts and processes of implementation and operation (2015)Modeling Bike Share Station Activity: Effects of Nearby Businesses and Jobs on Trips to and from Stations (2015)A review on bike-sharing: The factors affecting bike-sharing demand (2019)Sensing and predicting the pulse of the city through shared bicycling (2009)Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Friendship and mobility (2011)A model framework for discovering the spatio-temporal usage patterns of public free-floating bike-sharing system (2019)Using data mining techniques for bike sharing demand prediction in metropolitan city (2020)Stochastic Simulation (1987)A spatiotemporal and graph-based analysis of dockless bike sharing patterns to understand urban flows over the last mile (2019)Using graph structural information about flows to enhance short-term demand prediction in bike-sharing systems (2020)Strategic design of public bicycle sharing systems with service level constraints (2010)Artificial Intelligence for Social Good: A Survey (2020)Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network (2021)Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors (2021)Learning Urban Community Structures (2018)Citywide Bike Usage Prediction in a Bike-Sharing System (2019)Fuzzy-based GIS approach with new MCDM method for bike-sharing station site selection according to land-use types (2021)Planning Bike Lanes based on Sharing-Bikes' Trajectories (2017)
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References

  • 2012Optimizing the location of stations in bike-sharing programs: A GIS approach436 cited
  • 2015Traffic prediction in a bike-sharing system361 cited
  • 2014Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity288 cited
  • 2015Incentivizing Users for Balancing Bike Sharing Systems227 cited
  • 2016Dynamic cluster-based over-demand prediction in bike sharing systems204 cited
  • 2016Rebalancing Bike Sharing Systems194 cited
  • 2016Mobility Modeling and Prediction in Bike-Sharing Systems190 cited
  • 2019A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems158 cited
  • 2015Bike sharing station placement leveraging heterogeneous urban open data125 cited
  • 2015Station Site Optimization in Bike Sharing Systems124 cited
  • 2014Balancing Bicycle Sharing Systems: An Approach for the Dynamic Case113 cited
  • 2014Public Bikesharing in North America during a Period of Rapid Expansion: Understanding Business Models, Industry Trends, and User Impacts102 cited
  • 2018Dynamic Bike Reposition96 cited
  • 2016Robust repositioning to counter unpredictable demand in bike sharing systems45 cited
  • 2019Optimizing Rebalance Scheme for Dock-Less Bike Sharing Systems with Adaptive User Incentive

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41 cited
  • 2018Distributed Trip Selection Game for Public Bike System with Crowdsourcing24 cited
  • Cited by

    • 2022Quantifying the comprehensive benefit of the bike-sharing system under cycling behavior differences16 cited
    • 2022Bike-sharing systems rebalancing considering redistribution proportions: A user-based repositioning approach12 cited
    • 2022Hotspots Identification and Classification of Dockless Bicycle Sharing Service under Electric Fence Circumstances11 cited
    • 2025The research landscape of first- and last-mile in public transport systems: A bibliometric analysis10 cited
    • 2023A Comparison in Travel Characteristics of Bike-Sharing between College Students and Office Workers Based on Theory of Planned Behavior7 cited
    • 2021A Real-Time Bike Trip Planning Policy With Self-Organizing Bike Redistribution7 cited
    • 2023Interpretable Machine Learning for Intelligent Transportation in Bike-Sharing4 cited