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End-to-End deep learning for inventory management in capacitated bike-sharing systems with customer roaming behaviour
16 references·0 citing·42 second hop
End-to-End deep learning for inventory management in capacitated bike-sharing systems with customer roaming behaviour (2026)End-to-End deep learning for inventory ma…Improving short-term bike sharing demand forecast through an irregular convolutional neural network (2022)Improving short-term bike sha…Citywide Bike Usage Prediction in a Bike-Sharing System (2019)Citywide Bike Usage Predictio…Bike-Share Systems: Accessibility and Availability (2019)Bike-Share Systems: Accessibi…Applying deep learning to the newsvendor problem (2019)Applying deep learning to the…A dynamic pricing scheme with negative prices in dockless bike sharing systems (2019)A dynamic pricing scheme with…The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets (2018)The station-free sharing bike…The Big Data Newsvendor: Practical Insights from Machine Learning (2018)The Big Data Newsvendor: Prac…Performance analysis of a hybrid bike sharing system: A service-level-based approach under censored demand observations (2018)Performance analysis of a hyb…Inventory rebalancing through pricing in public bike sharing systems (2018)Inventory rebalancing through…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 …Setting Inventory Levels in a Bike Sharing Network (2017)Setting Inventory Levels in a…A time-space network flow approach to dynamic repositioning in bicycle sharing systems (2016)A time-space network flow app…Optimizing the level of service quality of a bike-sharing system (2015)Optimizing the level of servi…Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem (2014)Proactive vehicle routing wit…Optimal inventory management of a bike-sharing station (2013)Optimal inventory management …Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bikesharing in Europe, the Americas, and Asia (2010)Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity (2014)Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories (2020)A two-stage robust approach to integrated station location and rebalancing vehicle service design in bike-sharing systems (2021)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)Strategic design of public bicycle sharing systems with service level constraints (2010)A review of bicycle-sharing service planning problems (2020)Analysis of Inventory Systems. 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(1978)Practical Bayesian Optimization of Machine Learning Algorithms (2012)A data-driven newsvendor problem: From data to decision (2019)Inventory – forecasting: Mind the gap (2021)A survey of contextual optimization methods for decision-making under uncertainty (2024)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)A model framework for discovering the spatio-temporal usage patterns of public free-floating bike-sharing system (2019)Statistical and Econometric Methods for Transportation Data Analysis (2003)Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto (2015)Deep learning with long short-term memory networks for financial market predictions (2017)A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data (2020)Identifying the nonlinear relationship between free-floating bike sharing usage and built environment (2020)Studies in Mathematical Theory of Inventory and Production (1959)The Distribution Free Newsboy Problem: Review and Extensions (1993)How Research in Production and Operations Management May Evolve in the Era of Big Data (2017)Smart “Predict, then Optimize” (2021)Frameworks and Results in Distributionally Robust Optimization (2022)The measurement of urban travel demand (1974)Automobile Prices in Market Equilibrium (1995)Measuring Market Power in the Ready-to-Eat Cereal Industry (1998)Pros vs Joes: Agent Pricing Behavior in the Sharing Economy (2015)Price, Wage and Fixed Commission in On-Demand Matching (2017)An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility (2020)Rebalancing Bike Sharing Systems (2016)Quantifying greenhouse gas emissions reduction from bike share systems: a model considering real-world trips and transportation mode choice patterns (2019)Improving the sustainability of integrated transportation system with bike-sharing: A spatial agent-based approach (2018)
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References

  • 2018The Big Data Newsvendor: Practical Insights from Machine Learning510 cited
  • 2018The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets291 cited
  • 2013Optimal inventory management of a bike-sharing station272 cited
  • 2018A modeling framework for the dynamic management of free-floating bike-sharing systems269 cited
  • 2015Optimizing the level of service quality of a bike-sharing system218 cited
  • 2019Bike-Share Systems: Accessibility and Availability218 cited
  • 2016A time-space network flow approach to dynamic repositioning in bicycle sharing systems182 cited
  • 2019Applying deep learning to the newsvendor problem163 cited
  • 2018Inventory rebalancing through pricing in public bike sharing systems161 cited
  • 2014Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem148 cited
  • 2018Dynamic repositioning strategy in a bike-sharing system; how to prioritize and how to rebalance a bike station145 cited
  • 2017Setting Inventory Levels in a Bike Sharing Network108 cited
  • 2019Citywide Bike Usage Prediction in a Bike-Sharing System106 cited
  • 2022Improving short-term bike sharing demand forecast through an irregular convolutional neural network98 cited

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2019
A dynamic pricing scheme with negative prices in dockless bike sharing systems
93 cited
  • 2018Performance analysis of a hybrid bike sharing system: A service-level-based approach under censored demand observations70 cited
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