Browsing Cursos de Graduação by Subject "Supervised learning"

Now showing items 1-4 of 4

    • Detecção automática de postagens possivelmente depressivas em redes sociais 

      Mendes, Augusto Rozendo (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 22/11/2021)
      Currently, depression is one of the most worrisome mental health issues. In Brazil, in 2019, 10.2% of the adult population reported having been diagnosed with depression according to data from the National Health Survey. ...

    • Utilização de aprendizado supervisionado na predição da demanda de energia no processo de produção de cumeno 

      Vieira, Mateus Vitor (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 29/06/2021)
      Data Science is a field of knowledge very requested nowadays, specially for digital and technology industries. Despite the increasing investment in this area, also by chemical industries, some elements of data science, ...

    • Métodos de aprendizado ativo 

      Cabezas, Luben Miguel Cruz (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 12/04/2022)
      In the field of supervised learning, the good performance of a prediction model is generally tied to the presence of a large labelled training set. However, there are many situations where labelling an instance is expensive ...

    • Classificação hierárquica multirrótulo de funções de proteínas via predição de interações 

      Santos, Bruna Zamith (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 26/06/2020)
      Proteins are macro-molecules responsible for virtually every task necessary for the maintenance of cells, having a fundamental role in the behavior and regulation of organisms. Advances in the area of Molecular Biology ...