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Data Analysis and Optimization for (Citi)Bike Sharing

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References

2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system446 cited
2012Optimizing the location of stations in bike-sharing programs: A GIS approach436 cited
2010Strategic design of public bicycle sharing systems with service level constraints435 cited
2012Large-Scale Vehicle Sharing Systems: Analysis of Vélib'291 cited
2013Models for Effective Deployment and Redistribution of Bicycles Within Public Bicycle-Sharing Systems248 cited

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2020An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike78 cited
2018User satisfaction based model for resource allocation in bike-sharing systems73 cited
2022Predictive and prescriptive performance of bike-sharing demand forecasts for inventory management65 cited
2021Analysis on bike-share ridership for origin-destination pairs: Effects of public transit route characteristics and land-use patterns64 cited
2020Artificial Intelligence for Social Good: A Survey

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2020Customer Preference and Station Network in the London Bike-Share System55 cited

2019Simulation-based estimation of the real demand in bike-sharing systems in the presence of censoring52 cited

2019Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems49 cited

2021Market‐expanding or Market‐stealing? Competition with network effects in bike‐sharing43 cited

2017Incentivizing the Use of Bike Trailers for Dynamic Repositioning in Bike Sharing Systems37 cited

2018Bike Angels32 cited

2019A Rebalancing Strategy for the Imbalance Problem in Bike-Sharing Systems32 cited