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Modelos preditivos comportamentais para otimização de despacho de táxis
(Universidade Federal de São Carlos, 2019-04-12)
The popularization of smartphones has given rise to several online taxi-booking applications as a more efficient way to call for a taxi. These applications mediate communication between passengers and taxi drivers, reducing ...
Curriculum learning applied to the combined algorithm selection and hyperparameter optimization problem
(Universidade Federal de São Carlos, 2021-05-25)
AutoML has the goal to find the best Machine Learning (ML) pipeline in a complex and high dimensional search space by evaluating multiple algorithm configurations. Training multiple ML algorithms is time costly, and as ...