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Strategic and Operational Planning of Bike-Sharing Systems by Data Mining – A Case Study

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2019Hierarchical prediction based on two-level Gaussian mixture model clustering for bike-sharing system75 cited
2020A Hybrid Machine Learning Model for Demand Prediction of Edge-Computing-Based Bike-Sharing System Using Internet of Things73 cited
2020Predicting station level demand in a bike‐sharing system using recurrent neural networks63 cited
2020Bikesharing, equity, and disadvantaged communities: A case study in Chicago58 cited
2018Moment-based rental prediction for bicycle-sharing transportation systems using a hybrid genetic algorithm and machine learning

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55 cited

2019Considering user behavior in free-floating bike sharing system design: A data-informed spatial agent-based model55 cited

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

2014Modeling the Effects of Public Bicycle Schemes in a Congested Multi-Modal Road Network45 cited

2019A Destination Prediction Network Based on Spatiotemporal Data for Bike‐Sharing45 cited

2017Expanding the effect of metro station service coverage by incorporating a public bicycle sharing system44 cited

2018A Bimodal Gaussian Inhomogeneous Poisson Algorithm for Bike Number Prediction in a Bike-Sharing System38 cited

2018BRAVO35 cited

2018Modelling bicycle availability in bicycle sharing systems: A case study from Montreal34 cited

2014Clustering the Vélib׳ dynamic Origin/Destination flows using a family of Poisson mixture models26 cited

2018Distributed Trip Selection Game for Public Bike System with Crowdsourcing24 cited

2018A finite mixture modeling approach to examine New York City bicycle sharing system (CitiBike) users’ destination preferences24 cited