• Desenvolvimento e Integração de um Sistema de Servidor web Baseado com Arquitetura em Nuvem para Robótica Educacional 

      Kusumota, Victor Luis Pires (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 07/07/2019)
      Robotics is an attractive and motivating tool for students of any level. Using robots in education can help to arouse students’ interest in many subjects. This work presents the development and implementation of an educational ...
    • Detecção de defeitos em tecidos através de redes neurais convolucionais 

      Souza, Lucas Candiani (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 03/05/2022)
      This work aims to apply transfer learning to a detector based on convolutional neural networks to identify defects and patterns through tissue images. With Industry 4.0, intelligent systems are increasingly being applied ...
    • 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 ...
    • Aplicação de redes neurais para previsão de demanda de energia elétrica 

      Café, Douglas dos Santos (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 05/04/2023)
      In the early 2000s, the Brazilian electrical system was less developed than it is today and depended much more on hydroelectric generation, as 80% came from it. A study conducted by the Ministry of Mines and Energy revealed ...
    • Análise de sentimentos no domínio do e-commerce utilizando modelos de linguagem 

      Cândido, Gabriel Barbosa (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 09/02/2024)
      Natural Language Processing (NLP) is a subfield of computer science, specifically within Artificial Intelligence, aimed at providing computers with the ability to comprehend words, both in text and speech, similar to how ...