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Um método de planejamento de rotas de voo de VANTs multirotor para cobertura de áreas utilizando a meta-heurística ACO
(Universidade Federal de São Carlos, 2019-12-09)
With the popularization of Unmanned Aerial Vehicles (UAVs), and with the expansion of the application areas of this technology, there is an increase of research focused on flight route planning. This work starts from the ...
Diretrizes para o design de soluções computacionais cientes da sustentabilidade
(Universidade Federal de São Carlos, 2018-12-21)
Sustainability is a subject that has gained visibility through international discussions and concern for the future. When talking about sustainability, it must be understood in terms of both environmental and social and ...
Aplicação de redes neurais artificiais à previsão do preço da energia elétrica para distintas zonas de mercados desregulamentados
(Universidade Federal de São Carlos, 2018-10-10)
The estimation of the energy price plays a crucial role in the current model of
commercialization of energy in many countries. Better estimation capacity makes it
possible to identify appropriate strategies for market ...
Detecção de novidade em fluxos contínuos de dados multirrótulo
(Universidade Federal de São Carlos, 2019-07-29)
Multi-label Stream Classification (MLSC) aims at classifying streaming examples into multiple classes simultaneously. It is a very challenging task, since new classes may emerge (concept evolution), and known classes may ...
Distributed d-fuzzstream: agrupamento fuzzy não supervisionado distribuído em fluxo de dados
(Universidade Federal de São Carlos, 2019-02-26)
In the last decade, the interest in managing unlimited sequences of data produced at high rates, known as data stream (DS), has grown. Applications of DSs include sensor networks, weather analysis, stock market analysis, ...
Técnicas de reconhecimento de imagem para incorporação em ferramentas de auxílio a deficientes visuais
(Universidade Federal de São Carlos, 2019-06-26)
Visual impairment can cause many limitations to a person, which includes working in basic
home duties, professional activities, and also changing the way the world is perceived by
him or her. The advent of new technologies ...
Redes neurais recorrentes e XGBoost aplicados à previsão de radiação solar no horizonte de curto prazo
(Universidade Federal de São Carlos, 2018-08-28)
Precise estimates of energy production and consumption are essential to promote the integration of renewable energy sources to the electrical grid, guiding power supply balance through cycles and fluctuations inherent to ...
Deep learning para classificação hierárquica de elementos transponíveis
(Universidade Federal de São Carlos, 2018-09-05)
Transposable Elements (TEs) are DNA sequences that can change its location within a cell's genome. They contribute directly to the genetic variety of species. Besides, their transposition mechanisms can affect the functionality ...
Identificação automática de equivalência de conceitos em diferentes idiomas para aprendizado sem fim
(Universidade Federal de São Carlos, 2019-06-24)
Artificial Intelligence (AI) refers to a machine capable of systematizing and automating tasks that require intelligence when performed by humans. With AI it may be possible to create a decision-making process with an ...
Análise de interação em um jogo educacional de simulação com óculos de realidade virtual de baixo custo
(Universidade Federal de São Carlos, 2019-02-20)
Virtual Reality (VR) is becoming more and more popular, growing mainly in the educational area being applied in many types of systems, such as games, simulators, etc. Low-cost devices are helping in this advent of VR, ...