Demand prediction of public bike sharing services using machine learning algorithms
Tutor / directorSoriguera Martí, Francesc
Document typeMaster thesis
Rights accessOpen Access
Machine learning algorithms are used in the transportation field to successfully identify patterns and predict user?s behavior. This study aims to predict the demand of bike sharing services by means of this type of algorithms. The necessary input data and best parameters leading to optimal results will be identified, and a case study based in the bicing system in Barcelona, is going to be presented.