Browsing TCC by CNPq Subject "CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO::METODOLOGIA E TECNICAS DA COMPUTACAO"

Now showing items 1-6 of 6

    • Previsão do preço do café utilizando redes neurais 

      Araujo, Leonardo Marinzek (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 27/09/2022)
      The present article aims to develop a study on the functioning of Multi-Layer Neural Networks, in order to predict the price of coffee, based on certain climatic conditions. In this way, it can be used as an aid tool at ...

    • Aplicação web back-end de um fantasy game 

      Rodrigues, Kaio de Melo (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 21/07/2023)
      In Brazil, the most popular sport is football and, therefore, it is recognized in scenarios that go beyond the lawns, such as the Fantasy Games. Users of this game style create and manage their own teams online, using real ...

    • Algoritimo de detecção de retinopatia diabética baseado em aprendizado de máquina 

      Reis, Leonardo Patrocínio dos (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      In this study, the application of neural network and machine learning techniques was explored in order to identify the presence of lesions related to diabetic retinopathy (DR) in fundus images. DR is a frequent complication ...

    • Classificação de imagens de satélite com redes neurais convolucionais 

      Magiri, Danilo Sampaio (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      Satellite images are used in several areas, such as agribusiness, urban planning, environmental monitoring, among others. These images have a large and complex amount of data and the application of Machine Learning techniques ...

    • Desenvolvimento de um sistema para economia de combustível com rede neural artificial 

      Andrade, Murilo Lopes (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      This article aims to develop a data acquisition board to identify the uphill and downhill stretches of a vehicle through an LSTM (Long Short Term Memory) artificial neural network, and to estimate the reduction in fuel ...

    • Geração de chave na camada física para sistemas FDD baseado em aprendizagem profunda 

      Silva, Gustavo Marques da (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 28/08/2023)
      The advancement of telecommunications and the transition to the next generation of networks (6G) opens new challenges and opportunities. Security at the physical layer (PLS, Physical Layer Security) is crucial to ensure ...