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Classifcação binária via Bayes Ingênuo: um estudo comparativo de predições
(Universidade Federal de São Carlos, 2023-03-17)
In this undergraduate thesis, we propose a review of the Naive Bayes classifcation
method applied to binary response variables, with a more in-depth formalization of the
Gaussian Naive Bayes and Flexible Naive Bayes ...
Desenvolvimento de um método para definição de limites de posição e ângulo para o sistema de interlock de órbita do Sirius
(Universidade Federal de São Carlos, 2023-03-31)
Orbit Interlock is a security system whose purpose is to guarantee that the light beam
generated by insertion devices of synchrotron light sources does not damage the vacuum
chambers and other components present in the ...
Algoritimo de detecção de retinopatia diabética baseado em aprendizado de máquina
(Universidade Federal de São Carlos, 2023-04-06)
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 ...
Estudo óptico e comissionamento da linha de luz Carcará-X do Sirius
(Universidade Federal de São Carlos, 2022-09-19)
This work describes the optical study of the SIRIUS CARCARÁ-X beamline carried out with the optics group at the National Synchrotron Light Laboratory (LNLS). The line, in the commissioning phase, will be used to diagnose ...
Aplicação de métodos de redução de dimensionalidade não lineares em classificadores paramétricos e não paramétricos
(Universidade Federal de São Carlos, 2023-12-04)
Much of the data collected and used in machine learning applications is structured in high-dimensional spaces. Images, text documents and sensor data are some examples of data collected all the time, and whose number of ...
Proposição de um método para avaliação da qualidade de faixas de pedestres
(Universidade Federal de São Carlos, 2023-08-21)
Traffic signs are important tools in ensuring road safety and the operation of transportation systems. They help
users to understand traffic and adopt appropriate behaviours to ensure safety and fluidity of traffic . ...
Monitoramento de estruturas metálicas submetidas a variação do torque de aperto em elementos de fixação
(Universidade Federal de São Carlos, 2024-02-15)
The integrity of a structure is influenced by a series of factors that play crucial roles in ensuring reliability and safety. Among these factors, fasteners assume particular importance in structural systems. The proper ...
"AÇO VERDE": estado da arte, desafios e perspectivas para a siderurgia sustentável no Brasil
(Universidade Federal de São Carlos, 2023-08-18)
In the context of the decarbonization of the world steel industry, this work investigates the concept of "green steel" and its state of the art, as well as seeks to answer what are the innovative technologies for the steel ...
Reciclagem de embalagens multicamadas poliméricas
(Universidade Federal de São Carlos, 2023-03-23)
The objective of this work is to present an overview of the main treatments of
multilayer materials related to recycling, addressing two alternatives, both the
separation of individual components, including delamination ...
Estudo comparativo dos métodos de dessulfurização do biogás
(Universidade Federal de São Carlos, 2023-08-28)
Biogas represents one of the most promising sources of renewable energy today, emerging as a sustainable alternative to fossil fuels and contributing to overcome the challenges associated with climate change. Derived from ...