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Probabilistic Forecasts of Bike-Sharing Systems for Journey Planning
12 references·16 citing·39 second hop
Probabilistic Forecasts of Bike-Sharing Systems for Journey Planning (2015)Probabilistic Forecasts of Bike-Sharing S…Bikeshare: A Review of Recent Literature (2015)Bikeshare: A Review of Recent…Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity (2014)Incentives and redistribution…Bicycle Sharing Systems Demand (2014)Bicycle Sharing Systems DemandLarge-Scale Vehicle Sharing Systems: Analysis of Vélib' (2012)Large-Scale Vehicle Sharing S…Cityride: A Predictive Bike Sharing Journey Advisor (2012)Cityride: A Predictive Bike S…SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE (2011)SHARED BICYCLES IN A CITY: A …Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Urban cycles and mobility pat…Sensing and predicting the pulse of the city through shared bicycling (2009)Sensing and predicting the pu…Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Strictly Proper Scoring Rules…Queueing networks and Markov chains: modeling and performance evaluation with computer science applications (2006)Queueing networks and Markov …Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications (2000)Queueing Networks and Markov …Queueing Networks and Markov Chains (1998)Queueing Networks and Markov …Regional bicycle-sharing system in the context of the expectations of small and medium-sized towns (2021)Regional bicycle-sharing syst…Excess demand prediction for bike sharing systems (2021)Excess demand prediction for …TERP: Time-Event-Dependent Route Planning in Stochastic Multimodal Transportation Networks With Bike Sharing System (2019)TERP: Time-Event-Dependent Ro…Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems (2019)Mobility Modeling and Data-Dr…Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems (2019)Locally Balanced Inductive Ma…Dynamic linear models to predict bike availability in a bike sharing system (2019)Dynamic linear models to pred…Where Will Dockless Shared Bikes be Stacked? (2018)Where Will Dockless Shared Bi…Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis (2018)Utilization-Aware Trip Adviso…Moment-based rental prediction for bicycle-sharing transportation systems using a hybrid genetic algorithm and machine learning (2018)Moment-based rental predictio…Inferring Dockless Shared Bike Distribution in New Cities (2018)Inferring Dockless Shared Bik…BRAVO (2018)BRAVOBike-sharing-boom – rozwój nowych form zrównoważonego transportu w Polsce na przykładzie roweru publicznego (2018)Bike-sharing-boom – rozwój no…A Bimodal Gaussian Inhomogeneous Poisson Algorithm for Bike Number Prediction in a Bike-Sharing System (2018)A Bimodal Gaussian Inhomogene…Real-time usage forecasting for bike-sharing systems: A study on random forest and convolutional neural network applicability (2017)Real-time usage forecasting f…Data-Driven Utilization-Aware Trip Advisor for Bike-Sharing Systems (2017)Data-Driven Utilization-Aware…An experience in using machine learning for short-term predictions in smart transportation systems (2016)An experience in using machin…The power of two choices in randomized load balancing (2001)Bike-sharing: History, Impacts, Models of Provision, and Future (2009)A modeling framework for the dynamic management of free-floating bike-sharing systems (2018)Mapping the bike sharing research published from 2010 to 2018: A scientometric review (2018)A review of bicycle-sharing service planning problems (2020)Bikesharing in Europe, the Americas, and Asia (2010)Exploring the impact of built environment factors on the use of public bikes at bike stations: Case study in Zhongshan, China (2016)Sharing riders: How bikesharing impacts bus ridership in New York City (2017)Elicitation of Personal Probabilities and Expectations (1971)Comparing Predictive Accuracy (1994)Probabilistic Forecasts, Calibration and Sharpness (2007)Making and Evaluating Point Forecasts (2011)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Nudge: improving decisions about health, wealth, and happiness (2008)Commuting by Bicycle: An Overview of the Literature (2009)Factors influencing the choice of shared bicycles and shared electric bikes in Beijing (2016)Cycling towards a more sustainable transport future (2017)The link between bike sharing and subway use during the COVID-19 pandemic: The case-study of New York's Citi Bike (2020)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)Traffic prediction in a bike-sharing system (2015)A review on bike-sharing: The factors affecting bike-sharing demand (2019)Structure of Urban Movements: Polycentric Activity and Entangled Hierarchical Flows (2011)Incentivizing Users for Balancing Bike Sharing Systems (2015)Incorporating the impact of spatio-temporal interactions on bicycle sharing system demand: A case study of New York CitiBike system (2016)An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Seville (2017)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)The scaling laws of human travel (2006)Understanding Bike-Sharing Systems using Data Mining: Exploring Activity Patterns (2011)Modelling the potential effect of shared bicycles on public transport travel times in Greater Helsinki: An open data approach (2013)Dynamic power management based on continuous-time Markov decision processes (2003)Operations Research and Management Science Handbook (2010)Continuous approximation of collective system behaviour: A tutorial (2013)Queue mining for delay prediction in multi-class service processes (2015)Time and activity sequence prediction of business process instances (2018)Conformance checking and performance improvement in scheduled processes: A queueing-network perspective (2016)Incorporating location and inventory decisions into a supply chain design problem with uncertain demands and lead times (2017)
this work references cited by second hop

References

  • 2007Strictly Proper Scoring Rules, Prediction, and Estimation5,771 cited
  • 2000Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications1,147 cited
  • 1998Queueing Networks and Markov Chains938 cited
  • 2015Bikeshare: A Review of Recent Literature879 cited
  • 2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system446 cited
  • 2009Sensing and predicting the pulse of the city through shared bicycling307 cited
  • 2012Large-Scale Vehicle Sharing Systems: Analysis of Vélib'291 cited
  • 2014Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity288 cited
  • 2011SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE251 cited
  • 2006Queueing networks and Markov chains: modeling and performance evaluation with computer science applications160 cited
  • 2012Cityride: A Predictive Bike Sharing Journey Advisor121 cited
  • 2014Bicycle Sharing Systems Demand120 cited

Cited by

  • 2018Moment-based rental prediction for bicycle-sharing transportation systems using a hybrid genetic algorithm and machine learning55 cited
  • 2019Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems

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49 cited
  • 2018Inferring Dockless Shared Bike Distribution in New Cities47 cited
  • 2018A Bimodal Gaussian Inhomogeneous Poisson Algorithm for Bike Number Prediction in a Bike-Sharing System38 cited
  • 2019Dynamic linear models to predict bike availability in a bike sharing system38 cited
  • 2018BRAVO35 cited
  • 2016An experience in using machine learning for short-term predictions in smart transportation systems31 cited
  • 2018Where Will Dockless Shared Bikes be Stacked?29 cited
  • 2019Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems25 cited
  • 2019TERP: Time-Event-Dependent Route Planning in Stochastic Multimodal Transportation Networks With Bike Sharing System23 cited
  • 2018Bike-sharing-boom – rozwój nowych form zrównoważonego transportu w Polsce na przykładzie roweru publicznego22 cited
  • 2018Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis20 cited
  • 2017Data-Driven Utilization-Aware Trip Advisor for Bike-Sharing Systems19 cited
  • 2021Regional bicycle-sharing system in the context of the expectations of small and medium-sized towns18 cited
  • 2021Excess demand prediction for bike sharing systems18 cited
  • 2017Real-time usage forecasting for bike-sharing systems: A study on random forest and convolutional neural network applicability18 cited