Browsing Ciência da Computação - PPGCC by Subject "Automated"
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Data preparation pipeline recommendation via meta-learning
(Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, Câmpus São Carlos, 26/05/2021)Data preparation is a essential stage in the machine learning pipeline, aiming to convert noisy and disordered data into refined data compatible with the algorithms. However, data preparation is time-consuming and requires ...