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Aprendizado supervisionado incremental de redes bayesianas para mineração de dados
(Universidade Federal de São Carlos, 2007-08-29)
The objective of this work is to introduce two algorithms for supervised Bayesian network incremental learning, AIP (Algorithm for simple Bayesian network numerical parameters supervised incremental learning) and ABC
(Algorithm ...
Novas propostas em filtragem de projeções tomográficas sob ruído Poisson
(Universidade Federal de São Carlos, 2010-05-24)
In this dissertation we present techniques for filtering of tomographic projections with Poisson noise. For the filtering of the tomogram projections we use variations of three filtering techniques: Bayesian estimation, ...
Um sistema de reputação para interação baseada em serviços
(Universidade Federal de São Carlos, 2016-03-03)
Service-based communication is becoming increasingly relevant, as seen in the Internet of Things scenarios. Choosing an adequate service however can be a difficult task, as this form of communication may involve sensible ...
Detecção automática de alterações estruturais hipocampais em imagens de ressonância magnética para auxílio ao diagnóstico da doença de Alzheimer
(Universidade Federal de São Carlos, 2018-03-29)
Alzheimer's disease (AD) is the most common form of dementia in world population, accounting for around 60% of all dementia cases and affecting nearly 20% of the population above the age of 80 years. It is an irreversible ...
Algoritmo híbrido de otimização por enxame de partículas aplicado ao gerenciamento de cargas residenciais
(Universidade Federal de São Carlos, 2018-03-09)
Demand side power management and a useful solution and guarantee in the context of Smart Grids, since it allows to reduce energy consumption in periods of greater network consumption, aiming to ensure system reliability ...
Recomendações para o desenvolvimento de jogos educacionais: aspectos para a inclusão de pessoas com deficiência visual
(Universidade Federal de São Carlos, 2018-11-05)
The use of games as educational resources has been consolidated in recent years, due to the characteristics of these tools, which has the potential to promote active learning along with fun, immersion and challenge. These ...
Sistema de auxílio a navegação em ambientes internos para pessoas com deficiência visual usando visão estereoscópica
(Universidade Federal de São Carlos, 2016-08-01)
Considering the high rate of people with some kind of visual impairment, and, moreover, that most of these people have a low income, this work is proposed to create a navigation system in indoors environment through equipment ...
Seleção de SNPs em culturas de arroz utilizando aprendizado de máquina
(Universidade Federal de São Carlos, 2024-02-02)
Rice (Oryza sativa) is one of the largest collections of genetic resources among plant
species of economic interest. To increase the productivity of this cultivar, several genetic
variability studies have been developed. ...