Browsing TCC by Title

Now showing items 14-17 of 17

    • Rotulação de sintoma de depressão utilizando aprendizado ativo e processamento de linguagem natural 

      Passador, Rafael Vinicius Polato (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 31/01/2024)
      The approach to caring for psychological disorders, especially depression and anxiety, is seen as one of the current major concerns in mental health. Social networks, such as Twitter, not only allow individuals to maintain ...

    • Seleção de SNPs utilizando random forests 

      Frajacomo, Henrique Cordeiro (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 02/07/2020)
      Single Nucleotide Polymorphisms (SNPs) are single-base variations in the nucleotide sequence of different individuals or between homologous sequences within a living being. A large part of genetic variations occur as SNPs. ...

    • A Study of the ISOMAP Algorithm and Its Applications in Machine Learning 

      David, Lucas Oliveira (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 11/12/2015)
      This project aims to study the foundations of nonlinear dimensionality reduction through manifold learning with the algorithm known as Isometric Feature Mapping (ISOMAP) and observe the application of the algorithm in ...

    • Utilização de aprendizagem de máquina para classificação de e-mails em categorias relevantes 

      Silva, Bruno Ferreira (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 20/06/2021)
      One of the main technology tools currently used to exchange information is the email service. However, managing the high volume of information received is one of the major challenges encountered in using this service in ...