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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 ...
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 ...
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 ...
SoCManager: uma ferramenta de apoio ao gerenciamento de configuração de software.
(Universidade Federal de São Carlos, 2005-03-17)
The processes of Software development contribute to the success of software projects by means of the execution of activities that contribute to the fulfillment of the deadlines and the requirements agreed with the customer. ...
O impacto do uso de micro serviços na evolução de uma linha de produto de software
(Universidade Federal de São Carlos, 2019-08-20)
Due to the high demand for software as a service, more and more companies are forced to modernize their applications to the digital world. However, this modernization needs to be very well designed to be able to follow the ...
Uma abordagem baseada em redes neurais artificiais e clusterização para previsão de curto prazo da demanda de energia elétrica
(Universidade Federal de São Carlos, 2018-08-18)
Electricity plays a crucial role in the development of a country because it directly influences many sectors of the society. In this sense, the demand forecasting is of paramount importance for the maintenance and growth ...
Classificação de retornos utilizando dados de alta frequência no mercado de bitcoins
(Universidade Federal de São Carlos, 2020-03-10)
In the cryptocurrency market, Bitcoin stands out as the most accepted traded in the world. However, due to its high volatility, the prediction of price behaviors, in special, the trend classification, becomes a challenge ...