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Bike Usage Forecasting for Optimal Rebalancing Operations in Bike-Sharing Systems

12 references·8 citing·45 second hopsampled

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References

2016Rebalancing Bike Sharing Systems194 cited
2016Mobility Modeling and Prediction in Bike-Sharing Systems190 cited
2018A Dynamic Approach to Rebalancing Bike-Sharing Systems147 cited
2015Bike sharing station placement leveraging heterogeneous urban open data125 cited
2012Cityride: A Predictive Bike Sharing Journey Advisor121 cited
2014Predicting bikeshare system usage up to one day ahead71 cited
2016Bike-sharing systems: User dissatisfaction in the presence of unusable bicycles65 cited
2016Perceptually important points of mobility patterns to characterise bike sharing systems: The Dublin case54 cited
2016Robust repositioning to counter unpredictable demand in bike sharing systems45 cited
2017Incentivizing the Use of Bike Trailers for Dynamic Repositioning in Bike Sharing Systems37 cited
2015Predicting occupancy trends in Barcelona's bicycle service stations using open data34 cited
2015Smart management of next generation bike sharing systems using Internet of Things31 cited

Cited by

2019A Multi-Categorical Probabilistic Approach for Short-Term Bike Sharing Usage Prediction18 cited
2020Decision-making on development of cycling infrastructure through safety assessment at design and operation stages17 cited

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2022Mobility prediction for uneven distribution of bikes in bike sharing systems9 cited

2024Prediction of bike-sharing station demand using explainable artificial intelligence7 cited

2021A Real-Time Bike Trip Planning Policy With Self-Organizing Bike Redistribution7 cited

2022A worker‐and‐system trade‐off model for rebalancing free‐float bike sharing systems: A mixed rebalancing strategy6 cited

2019Predictive Modeling for Optimization of Field Operations in Bike-Sharing Systems4 cited

2022Accuracy of Hourly Demand Forecasting of Micro Mobility for Effective Rebalancing Strategies4 cited