Time Series Analysis: Forecasting and Control
Time Series Analysis: Forecasting and Control
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WCW '05 Proceedings of the 10th International Workshop on Web Content Caching and Distribution
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IEEE Pervasive Computing
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IEEE Pervasive Computing
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IEEE Transactions on Neural Networks
Strategic and operational planning of bike-sharing systems by data mining: a case study
ICCL'11 Proceedings of the Second international conference on Computational logistics
Prediction of urban human mobility using large-scale taxi traces and its applications
Frontiers of Computer Science in China
A hub location inventory model for bicycle sharing system design: Formulation and solution
Computers and Industrial Engineering
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This paper provides an analysis of human mobility data in an urban area using the amount of available bikes in the stations of the community bicycle program Bicing in Barcelona. Based on data sampled from the operator's website, it is possible to detect temporal and geographic mobility patterns within the city. These patterns are applied to predict the number of available bikes for any station some minutes/hours ahead. The predictions could be used to improve the bicycle program and the information given to the users via the Bicing website.