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Integração de dados baseada em ontologia
(Universidade Federal de São Carlos, 2008-05-30)
The study on data integration is not new but neither is exhausted. Its need is increasingly clear due to the search for information in a general environment with increasing availability of data proceeding from distributed ...
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 ...
Extração de características por transferência de aprendizado profundo no âmbito do monitoramento não Invasivo de cargas residenciais
(Universidade Federal de São Carlos, 2024-01-08)
The development of techniques that allow the efficient identification of loads, ideally in a nonintrusive way, is a key factor for the practical implementation of home energy management systems. Recently, the use of ...
A framework for the design of digital games with therapeutic potential by people in recovery from Substance Use Disorders
(Universidade Federal de São Carlos, 2023-12-11)
Concerns related to mental health have been spread worldwide and computing has demanded efforts in the development of solutions to support therapies for mental disorders. Substance Use Disorders (SUDs) are no longer being ...
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, ...
Modelos de Controle de Acesso Sensíveis ao Contexto com uso de Smart Contracts
(Universidade Federal de São Carlos, 2019-03-22)
The constant advances in ubiquitous computing and in the Internet of things (IoT) bring new challenges to access control systems, such as building a mechanism not dependent on a centralized trusted party, and the need to ...
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 ...
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 ...
Uma abordagem dirigida por modelos para distribuição tardia de aplicações
(Universidade Federal de São Carlos, 2016-03-07)
The need to improve software systems to adapt to the new technologies is a constant topic of research. As computing evolves, new challenges emerge and new solutions must be created. The increasing use of various types of ...
Expansão de ontologia através de leitura de máquina contínua
(Universidade Federal de São Carlos, 2015-03-31)
NELL (Never Ending Language Learning system) (CARLSON et al., 2010) is the first system to practice the Never-Ending Machine Learning paradigm techniques. It has an inactive component to continually extend its KB: OntExt ...