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

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

Dirk Christian Mattfeld2011

Work2011

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

Dirk Christian Mattfeld

79 citations·0/0 files stored·Lecture notes in computer science

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Urban Transport and Accessibility Transportation and Mobility Innovations Traffic Prediction and Management Techniques

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References

2010Bikesharing in Europe, the Americas, and Asia 2009Bike-sharing: History, Impacts, Models of Provision, and Future 2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system 2010Strategic design of public bicycle sharing systems with service level constraints 2009Sensing and predicting the pulse of the city through shared bicycling 1999The effect of weather and climate on bicycle commuting 2011SHARED BICYCLES IN A CITY: A SIGNAL PROCESSING AND DATA ANALYSIS PERSPECTIVE 2009The role of smart bike-sharing systems in urban mobility

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

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2021Intelligent management of bike sharing in smart cities using machine learning and Internet of Thingsarticle · 7 shared references 2015Exploring Activity Patterns of The Taipei Public Bikesharing Systemarticle · 7 shared references 2017An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Sevillearticle · 6 shared references 2012Cityride: A Predictive Bike Sharing Journey Advisorother · 6 shared references 2019Hierarchical prediction based on two-level Gaussian mixture model clustering for bike-sharing systemarticle · 6 shared references 2016Service Network Design of Bike Sharing Systemschapter · 6 shared references

Details

Year2011

Typeother

Published2011-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations79

Files0 public / 0

ShelfUrban Transport and Accessibility

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doi10.1007/978-3-642-24264-9_10

openalex_workW2145656012

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

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

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