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RST-Net: a spatio-temporal residual network based on Region-reConStruction algorithm for shared bike prediction
16 references·0 citing·34 second hop
RST-Net: a spatio-temporal residual network based on Region-reConStruction algorithm for shared bike prediction (2022)RST-Net: a spatio-temporal residual netwo…System dynamics mechanism of cross-regional collaborative dispatch of emergency supplies based on multi-agent game (2021)System dynamics mechanism of …Regional logistics demand forecasting: a BP neural network approach (2021)Regional logistics demand for…Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review (2021)Machine Learning Approaches t…Predicting bike sharing demand using recurrent neural networks (2019)Predicting bike sharing deman…Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems (2019)Mobility Modeling and Data-Dr…Hierarchical prediction based on two-level Gaussian mixture model clustering for bike-sharing system (2019)Hierarchical prediction based…Citywide Bike Usage Prediction in a Bike-Sharing System (2019)Citywide Bike Usage Predictio…A comparison of users’ characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China (2018)A comparison of users’ charac…Dynamic cluster-based over-demand prediction in bike sharing systems (2016)Dynamic cluster-based over-de…Traffic prediction in a bike-sharing system (2015)Traffic prediction in a bike-…Station Site Optimization in Bike Sharing Systems (2015)Station Site Optimization in …Data Analysis and Optimization for (Citi)Bike Sharing (2015)Data Analysis and Optimizatio…Solving the Last Mile Problem: Ensure the Success of Public Bicycle System in Beijing (2012)Solving the Last Mile Problem…Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Urban cycles and mobility pat…Strategic design of public bicycle sharing systems with service level constraints (2010)Strategic design of public bi…Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bike-sharing: History, Impact…Optimizing the location of stations in bike-sharing programs: A GIS approach (2012)A Dynamic Approach to Rebalancing Bike-Sharing Systems (2018)A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems (2019)Time Series Analysis: Forecasting and Control. (1978)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Mining bicycle sharing data for generating insights into sustainable transport systems (2013)A review on bike-sharing: The factors affecting bike-sharing demand (2019)THE MAXIMAL COVERING LOCATION PROBLEM (1974)Discrete location theory (1991)Facility location : applications and theory (2001)Infrastructure, programs, and policies to increase bicycling: An international review (2009)Bikesharing in Europe, the Americas, and Asia (2010)Learning Urban Community Structures (2018)Fuzzy-based GIS approach with new MCDM method for bike-sharing station site selection according to land-use types (2021)Stochastic Simulation (1987)A spatiotemporal and graph-based analysis of dockless bike sharing patterns to understand urban flows over the last mile (2019)Using graph structural information about flows to enhance short-term demand prediction in bike-sharing systems (2020)Bike Share: A Synthesis of the Literature (2013)What factors influence ridership of station-based bike sharing and free-floating bike sharing at rail transit stations? (2021)Optimal location of bike-sharing stations: A built environment and accessibility approach (2022)Comparison of station-based and free-floating bikeshare systems as feeder modes to the metro (2023)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)Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies (2011)Bikeshare: A Review of Recent Literature (2015)Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto (2015)Analyzing housing prices in Shanghai with open data: Amenity, accessibility and urban structure (2018)Improving the sustainability of integrated transportation system with bike-sharing: A spatial agent-based approach (2018)Dockless bike sharing alleviates road congestion by complementing subway travel: Evidence from Beijing (2020)Rebalancing Bike Sharing Systems (2016)Planning Bike Lanes based on Sharing-Bikes' Trajectories (2017)
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References

  • 2009Bike-sharing: History, Impacts, Models of Provision, and Future1,070 cited
  • 2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system446 cited
  • 2010Strategic design of public bicycle sharing systems with service level constraints435 cited
  • 2015Traffic prediction in a bike-sharing system361 cited
  • 2016Dynamic cluster-based over-demand prediction in bike sharing systems204 cited
  • 2015Data Analysis and Optimization for (Citi)Bike Sharing164 cited
  • 2012Solving the Last Mile Problem: Ensure the Success of Public Bicycle System in Beijing149 cited
  • 2015Station Site Optimization in Bike Sharing Systems124 cited
  • 2019Citywide Bike Usage Prediction in a Bike-Sharing System106 cited
  • 2018A comparison of users’ characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China96 cited
  • 2019Predicting bike sharing demand using recurrent neural networks90 cited
  • 2021Regional logistics demand forecasting: a BP neural network approach84 cited
  • 2019Hierarchical prediction based on two-level Gaussian mixture model clustering for bike-sharing system75 cited
  • 2021Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review62 cited

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  • 2019Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems49 cited
  • 2021System dynamics mechanism of cross-regional collaborative dispatch of emergency supplies based on multi-agent game42 cited
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