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A Smart Predict-then-Optimize method for dynamic green bike relocation in the free-floating system
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A Smart Predict-then-Optimize method for dynamic green bike relocation in the free-floating system (2023)A Smart Predict-then-Optimize method for …Environmental impact assessment of bike-sharing considering the modal shift from public transit (2022)Environmental impact assessme…Bike-Sharing Demand Prediction at Community Level under COVID-19 Using Deep Learning (2022)Bike-Sharing Demand Predictio…Relocating operational and damaged bikes in free-floating systems: A data-driven modeling framework for level of service enhancement (2021)Relocating operational and da…Understanding user’s travel behavior and city region functions from station-free shared bike usage data (2020)Understanding user’s travel b…A review of bicycle-sharing service planning problems (2020)A review of bicycle-sharing s…Impacts of free-floating bikesharing system on public transit ridership (2019)Impacts of free-floating bike…Citywide Bike Usage Prediction in a Bike-Sharing System (2019)Citywide Bike Usage Predictio…A model framework for discovering the spatio-temporal usage patterns of public free-floating bike-sharing system (2019)A model framework for discove…Understanding the usage of dockless bike sharing in Singapore (2018)Understanding the usage of do…Short-term prediction for bike-sharing service using machine learning (2018)Short-term prediction for bik…Dynamic repositioning strategy in a bike-sharing system; how to prioritize and how to rebalance a bike station (2018)Dynamic repositioning strateg…A modeling framework for the dynamic management of free-floating bike-sharing systems (2018)A modeling framework for the …A time-space network flow approach to dynamic repositioning in bicycle sharing systems (2016)A time-space network flow app…Traffic prediction in a bike-sharing system (2015)Traffic prediction in a bike-…Detection of unusable bicycles in bike-sharing systems (2015)Detection of unusable bicycle…Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem (2014)Proactive vehicle routing wit…How spatial scales enhance prediction: an interpretable multi-scale framework for bike-sharing demand prediction (2025)How spatial scales enhance pr…Enhancing Hybrid Bike-Sharing Systems Through Long-Term Inventory Management: A Generative-Model-Informed Reinforcement Learning Approach (2025)Enhancing Hybrid Bike-Sharing…Data-driven modelling for CO2 emission reduction in bike-sharing systems: Multi-scale estimation and key determinants (2025)Data-driven modelling for CO2…What limits improper bike-sharing parking most: Penalties or incentives? Findings from an online behavioral experiment (2024)What limits improper bike-sha…Sustainable and robust route planning scheme for smart city public transport based on multi-objective optimization: Digital twin model (2024)Sustainable and robust route …Optimizing bike rebalancing strategies in free-floating bike-sharing systems: An enhanced distributionally robust approach (2024)Optimizing bike rebalancing s…Exploring usage pattern variation of free-floating bike-sharing from a night travel perspective (2024)Exploring usage pattern varia…Adaptive generative adjustable electric fence method and internal obstacle detection (2024)Adaptive generative adjustabl…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)Large-Scale Vehicle Sharing Systems: Analysis of Vélib' (2012)Bike-share rebalancing strategies, patterns, and purpose (2016)Exploring Bikesharing Travel Patterns and Trip Purposes Using Smart Card Data and Online Point of Interests (2017)A comparison of users’ characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China (2018)Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bikesharing in Europe, the Americas, and Asia (2010)Dynamic cluster-based over-demand prediction in bike sharing systems (2016)Rebalancing Bike Sharing Systems (2016)Planning Bike Lanes based on Sharing-Bikes' Trajectories (2017)Optimal inventory management of a bike-sharing station (2013)Improving the sustainability of integrated transportation system with bike-sharing: A spatial agent-based approach (2018)A two-stage robust approach to integrated station location and rebalancing vehicle service design in bike-sharing systems (2021)Strategic design of public bicycle sharing systems with service level constraints (2010)Understanding Bike-Sharing Systems using Data Mining: Exploring Activity Patterns (2011)Optimizing the location of stations in bike-sharing programs: A GIS approach (2012)Mapping the bike sharing research published from 2010 to 2018: A scientometric review (2018)How Accessibility Shapes Land Use (1959)Travel and the Built Environment: A Synthesis (2001)Travel and the Built Environment (2010)Understanding intention and behavior toward sustainable usage of bike sharing by extending the theory of planned behavior (2019)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)Time Series Analysis, Forecasting and Control. (1971)An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike (2020)The Bike-Sharing System as an Element of Enhancing Sustainable Mobility—A Case Study based on a City in Poland (2020)Multi-task supply-demand prediction and reliability analysis for docked bike-sharing systems via transformer-encoder-based neural processes (2023)Understanding individual human mobility patterns (2008)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)Exploring travel patterns and trip purposes of dockless bike-sharing by analyzing massive bike-sharing data in Shanghai, China (2020)First-mover firms in the transition towards the sharing economy in metallic natural resource-intensive industries: Implications for the circular economy and emerging industry 4.0 technologies (2020)Identifying the nonlinear relationship between free-floating bike sharing usage and built environment (2020)Bike Share: A Synthesis of the Literature (2013)Mining smart card data for transit riders’ travel patterns (2013)Bike share’s impact on car use: Evidence from the United States, Great Britain, and Australia (2014)Exploring the relationship between bike-sharing and public transport in Poznań, Poland (2021)Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies (2011)Where do cyclists ride? A route choice model developed with revealed preference GPS data (2012)Service-oriented manufacturing: A literature review and future research directions (2021)Predictive and prescriptive performance of bike-sharing demand forecasts for inventory management (2022)An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility (2020)The rebalancing of bike-sharing system under flow-type task window (2020)
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References

  • 2018Understanding the usage of dockless bike sharing in Singapore421 cited
  • 2015Traffic prediction in a bike-sharing system361 cited
  • 2018A modeling framework for the dynamic management of free-floating bike-sharing systems269 cited
  • 2019A model framework for discovering the spatio-temporal usage patterns of public free-floating bike-sharing system195 cited
  • 2016A time-space network flow approach to dynamic repositioning in bicycle sharing systems182 cited
  • 2020A review of bicycle-sharing service planning problems164 cited
  • 2014Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem148 cited
  • 2019Impacts of free-floating bikesharing system on public transit ridership146 cited
  • 2018Dynamic repositioning strategy in a bike-sharing system; how to prioritize and how to rebalance a bike station145 cited
  • 2019Citywide Bike Usage Prediction in a Bike-Sharing System106 cited
  • 2022Environmental impact assessment of bike-sharing considering the modal shift from public transit98 cited
  • 2018Short-term prediction for bike-sharing service using machine learning86 cited
  • 2022Bike-Sharing Demand Prediction at Community Level under COVID-19 Using Deep Learning57 cited
  • 2015Detection of unusable bicycles in bike-sharing systems57 cited

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  • 2020Understanding user’s travel behavior and city region functions from station-free shared bike usage data56 cited
  • 2021Relocating operational and damaged bikes in free-floating systems: A data-driven modeling framework for level of service enhancement50 cited
  • Cited by

    • 2024Optimizing bike rebalancing strategies in free-floating bike-sharing systems: An enhanced distributionally robust approach34 cited
    • 2024Sustainable and robust route planning scheme for smart city public transport based on multi-objective optimization: Digital twin model28 cited
    • 2025How spatial scales enhance prediction: an interpretable multi-scale framework for bike-sharing demand prediction8 cited
    • 2024What limits improper bike-sharing parking most: Penalties or incentives? Findings from an online behavioral experiment7 cited
    • 2024Exploring usage pattern variation of free-floating bike-sharing from a night travel perspective5 cited
    • 2025Data-driven modelling for CO2 emission reduction in bike-sharing systems: Multi-scale estimation and key determinants4 cited
    • 2025Enhancing Hybrid Bike-Sharing Systems Through Long-Term Inventory Management: A Generative-Model-Informed Reinforcement Learning Approach3 cited
    • 2024Adaptive generative adjustable electric fence method and internal obstacle detection3 cited