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Automated analysis of leukocyte recruitment for in vivo studies using a spatiotemporal approach and multiple image features
(Universidade Federal de São Carlos, 2020-03-30)
Over the last few years, many researchers have directed their efforts and interests toward in vivo studies of the cellular and molecular mechanisms in the microcirculation of many tissues under different inflammatory ...
Geração de conjuntos consistentes de regras para classificação multirrótulo com algoritmo evolutivo multiobjetivo
(Universidade Federal de São Carlos, 2020-06-25)
Multi-label classification a machine learning task whose objective is to generate models capable of learning relationships between descriptive characteristics of objects and the sets of classes to which such objects belong. ...
Uma álgebra ER para consultas em bancos de dados NoSQL: implementação de operadores adicionais e análise de desempenho
(Universidade Federal de São Carlos, 2020-04-09)
Databases and database systems are essential to modern life. In a scenario of increasing data handling arose the need to find newer ways to store and process data that are able to cope with the rapid evolution of society. ...
Método para classificação de sementes agrícolas em imagens obtidas por tomografia de raios-X em alta resolução
(Universidade Federal de São Carlos, 2020-05-20)
This research produced a method for classifying agricultural oil seeds based on tomography (CT) assays. Oilseeds may present good or poor quality for planting, the latter being related to the presence of defects associated ...
Mineração de dados espaciais aplicada no delineamento de unidades de gestão diferenciada em agricultura de precisão
(Universidade Federal de São Carlos, 2017-09-12)
Precision Agriculture (PA) is an agricultural cultivation strategy which uses technologies
and principles to manage the spatial and temporal variability related to all aspects that surround
a crop, in order to increase ...
Extração automática de relações semânticas a partir de dados ruidosos
(Universidade Federal de São Carlos, 2020-03-09)
Relationship extraction is a task performed in text-based continuous learning systems, aiming to find semantic relationships between categories or entities. NELL is such a system, which suffers from supervised labeling in ...
Segmentação e quantificação de tecidos da coxa e abdômen em imagens de tomografia computadorizada
(Universidade Federal de São Carlos, 2018-04-27)
The quantification of adipose and muscular tissues is of great importance in clinical practice and assists in the diagnosis of diseases such as type 2 diabetes, insulin resistance and, osteoarthritis. The use of Computed ...
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 ...
Estratégia de modelagem da dinâmica de controladores para controle de AGV
(Universidade Federal de São Carlos, 2018-07-18)
In industrial environments, the use of robotics is essential to prove an efficient response and to use the demands of this sector. In particular, through the use of AGV (Automated Guided Vehicle), industrial motors for ...
Algoritmo de enxame de abelhas para resolução do problema da programação da produção Job Shop flexível multiobjetivo
(Universidade Federal de São Carlos, 2017-02-14)
The production scheduling activity is considered as one of the most complex activities in
production management. This activity is part of the class of NP-Hard problems found in the
area of computer science, that is, those ...