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Mecanismo de preservação de privacidade do usuário em ambientes IoT
(Universidade Federal de São Carlos, 2018-08-28)
The Internet of Things (IoT) is considered one of the emerging technologies in
the area of information technology. The use of this technology provides an improvement to the population by providing better transportation ...
Otimização em despacho de táxis
(Universidade Federal de São Carlos, 2018-02-22)
In the last years several strategies have been developed by companies that intermediate the communication between the passenger and the taxi driver with the call applications. This intermediation is known as assigning a ...
Mineração de regras de associação espaço-temporais temáticas aplicada a imagens de explosões solares
(Universidade Federal de São Carlos, 2018-09-14)
Introduction. Space weather analysis is a complex task that involves spatiotemporal data from satellite images added to data from daily bulletins.
These data are characterized as time series of georeferenced images and ...
Modelo para o Projeto de Planos de Ensino em Plataformas Computacionais Móveis
(Universidade Federal de São Carlos, 2018-06-27)
Mobile platforms can provide teaching programs that favor student learning. The characteristics of autonomy and personalization of mobile devices are factors that reinforce this. However, designing a teaching program ...
Algoritmos genéticos multiobjetivo para classificação hierárquica de elementos transponíveis
(Universidade Federal de São Carlos, 2018-11-09)
In Machine Learning (ML), commonly a classification problem consists of associating an instance to only one class within an usually small number of classes. However, there are more complex problems involving dozens and ...
Predicting the direction, maximum, minimum and closing price of daily/Intra-daily bitcoin exchange rate using batch and online machine learning techniques
(Universidade Federal de São Carlos, 2018-09-19)
Bitcoin is the most accepted cryptocurrency in the world, which makes it attractive for investors and traders. However, the great challenge in predicting the Bitcoin exchange rate is its high volatility. Therefore, the ...
Uma abordagem de desenvolvimento solo de aplicações utilizando princípios ágeis
(Universidade Federal de São Carlos, 2018-04-06)
The application development market has been growing over the years, thereby, companies always seek to use development methodologies that increase productivity and team interaction, decrease the cost and development time, ...
M-motion: um tocador de música digital para plataforma móvel que considera emoções dos usuários
(Universidade Federal de São Carlos, 2018-10-24)
In recent years there has been a breakthrough in the development of technologies that have digitized the listening experience of music. With this, a large collection of music became available on the internet, in addition ...
Segmentação automática dos hipocampos em imagens de ressonância magnética usando pontos salientes 3D
(Universidade Federal de São Carlos, 2018-12-20)
The segmentation of the hippocampus in Magnetic Resonance images is an important procedure in the Alzheimer’s disease early diagnostic aid. The neuroradiologist frequently needs, in addition to the atrophy analysis, to ...
On the training algorithms for Restricted Boltzmann Machine-Based Models
(Universidade Federal de São Carlos, 2018-12-05)
Deep learning techniques have been studied extensively in the last years, due to its good results related to essential tasks on a large range of applications, such as speech and face recognition, as well as objects ...