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Agrupamento em conjunto de dados com múltiplos atributos via redução de dimensionalidade e detecção de comunidades
(Universidade Federal de São Carlos, 2023-02-01)
This work falls within the field of Machine Learning and focuses on the challenge of Clustering in datasets with multiple variables. Addressing the issue of the Curse of Dimensionality, a common difficulty in high-dimensional ...
Aplicação web para modelo de classificação da qualidade da argumentação em tweets no domínio da política brasileira
(Universidade Federal de São Carlos, 2024-01-29)
In the contemporary Brazilian political scenario, argumentation on social media platforms, with a particular focus on Twitter (currently known as X), plays a fundamental role in shaping public opinion. Evaluating the quality ...
Análise comparativa entre algoritmos de classificação de gênero musical baseados em diferentes representações visuais e transferência de aprendizado
(Universidade Federal de São Carlos, 2024-01-31)
Organizing and retrieving musical information automatically is a highly demanded activity. Labeling music with information that succinctly describes it has implications for these and other related tasks. One of the most ...
Um estudo sobre diferentes arquiteturas para aplicações mobile na nuvem
(Universidade Federal de São Carlos, 2024-02-01)
In the current technological scenario, there is a significant demand in the software market for the development of applications, whether they are web or mobile. With the emergence of cloud computing, a variety of architectures ...
Aplicando XAI na comparação de redes neurais e árvores de decisão
(Universidade Federal de São Carlos, 2024-01-30)
The new focus on artificial intelligence confronts us with a long-standing concern data on such algorithms, the distinction between white-box and black box. This study seeks to explore analysis techniques, known as Explainable ...
Criação de Blocos para conexão com banco de dados MySQL no Block-Based Integrated Platform for Embedded Systems (BIPES)
(Universidade Federal de São Carlos, 2022-04-06)
The no-code development trend, also known as no-code or low-code, has gained popularity for its ability to speed up the development process and allow people with no programming experience to create solutions in a simplified ...
Aprendizado multilíngue e multimodal para o português do Brasil
(Universidade Federal de São Carlos, 2023-08-30)
This work explores the domain of multimodal machine translation, which is a process that combines information from different modalities – such as text, images, and audio – to perform translations between languages. Thus, ...
Solução de comunicação de baixo custo utilizando LoRa e ESP32
(Universidade Federal de São Carlos, 2023-08-31)
This work deals with the evaluation of the average range of a local communication network with the LoRa protocol based on low-cost generic hardware and the establishment of its possible applications. A secondary objective ...
NFT (non-fungible token) como utility toke: um estudo de caso
(Universidade Federal de São Carlos, 2023-08-31)
Utility tokens are any digital asset that has a benefit attached to it, whether physical or digital, in addition to its speculative value. Benefits can include access to a certain group of services, participation in prize ...
Análise de metodologias e estratégias de testes de API rest: um estudo de caso
(Universidade Federal de São Carlos, 2023-08-29)
The present work aims to present an analysis of API testing types, their characteristics,
and the importance of these tests to ensure API quality. In addition, the concept of Behavior-Driven Development (BDD) and how it ...