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QualiProcREA:abordagem para a avaliação da qualidade de Recursos Educacionais Abertos com base em procedência dos dados
(Universidade Federal de São Carlos, 2023-02-07)
Due to the characteristic of legal opening, new Open Educational Resources (OER) can be created by revising (adapting) and/or remixing (combining) different source OER. Thus, OER expand the opportunities for creating ...
Um controlador Fuzzy-Adaptativo em cascata com Multi-Sensores para o aumento da exatidão na posição do AGV seguidor de linha
(Universidade Federal de São Carlos, 2023-05-29)
Automated Guided Vehicles (AGVs) have been used in manufacturing environments for over five decades. The technologies applied to AGVs advanced along with electronics and computing technology progress, which increased ...
Uma arquitetura de referência para projetar ferramentas de modernização baseadas em ADM
(Universidade Federal de São Carlos, 2023-02-17)
Software systems are constantly changing and this process generally makes it increasingly difficult for organizations to maintain. To help in this context, Object Management Group (OMG) proposed Architecture-Driven ...
Controle ℋ∞ não linear adaptativo baseado em aprendizado profundo para robôs móveis com rodas
(Universidade Federal de São Carlos, 2023-02-09)
The implementation of autonomous mobile robots raises important issues when you want a robust navigation system to transport loads. These types of vehicles are often subject to parametric uncertainties and external ...
EIFuzzCND: uma estratégia incremental para classificação multiclasse e detecção de novidades em fluxos de dados
(Universidade Federal de São Carlos, 2023-10-06)
The study addresses novelty detection in data streams, emphasizing the significance of this task in high-volume and high-velocity information environments. It proposes substantial improvements to the EFuzzCND algorithm, ...
Aprendizado de máquina construtivo e classificação hierárquica multirrótulo aplicados à geração de moléculas
(Universidade Federal de São Carlos, 2023-02-09)
One of the goals of Medicinal Chemistry is to discover new molecules with drug-like characteristics, which is challenging because the search space is discrete, unstructured, and enormous. In recent years, computation has ...
Uma nova estratégia de transferência de aprendizado profundo visando o diagnóstico de condições e doenças relacionadas aos olhos
(Universidade Federal de São Carlos, 2023-07-25)
Data from the World Health Organization indicate that billions of cases of visual impairment could be avoided, mainly with regular examinations. However, the absence of specialists in basic health units has resulted in a ...
Previsão de variáveis climáticas e classificação de risco de incêndios florestais no Pantanal brasileiro
(Universidade Federal de São Carlos, 2023-12-19)
The Pantanal biome is of inestimable ecological importance, mainly due to its fauna and flora. However, this biome is constantly threatened by the occurrence and recurrence of forest fires, which are strongly associated ...
Além do aprendizado local e global: particionando o espaço de classes em problemas de classificação multirrótulo
(Universidade Federal de São Carlos, 2023-11-14)
Inducing a model capable of predicting a set of labels for an instance is the objective of multi-label classification, a supervised predictive machine learning task. Work in the literature has shown that identifying, ...
Uma arquitetura para sistemas de recomendação de música baseado em contexto da interação e experiência do usuário
(Universidade Federal de São Carlos, 2023-12-20)
This doctoral thesis addresses the research problem: "How can music recommendation systems be improved to more effectively integrate interaction context and user experience?". In response to this question, the research ...