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Aplicando princípios de aprendizado de máquina na construção de um biocurador automático para o Gene Ontology (GO)
(Universidade Federal de São Carlos, 2013-10-08)
Nowadays, the amount of biological data available by universities, hospitals and research centers has increased exponentially due the use of bioinformatics, with the development of methods and advanced computational tools, ...
Algoritmo genético com operador de transgenia para minimização de makespan da programação reativa da produção
(Universidade Federal de São Carlos, 2016-08-29)
In recent years, several studies have been carried out to minimize the production time (makespan)
in a production schedule of a scenario that represents a manufacturing system. The problem of
production scheduling is ...
SEnsembles – uma abordagem para melhorar a qualidade das correspondências de instâncias disjuntas em estudos observacionais explorando características idênticas e ensembles de regressores
(Universidade Federal de São Carlos, 2016-12-16)
Introduction. The datasets used in observational studies have instances belonging to two distinct groups (i.e. treatment group and control group), which are compared in order to estimate the effect of the treatment over ...
Caracterização de desafios e estratégias de teste para sistemas adaptativos
(Universidade Federal de São Carlos, 2016-06-30)
Context: Traditional testing approaches, considering the context of Adaptive Systems (ASs), have been evaluated incipiently and superficially with respect to their effectiveness in identifying faults. It is very clear the ...
Mineração de padrões sequenciais e geração de regras de associação envolvendo temporalidade
(Universidade Federal de São Carlos, 2015-05-07)
Data mining aims at extracting useful information from a Database (DB). The mining
process enables, also, to analyze the data (e.g. correlations, predictions, chronological
relationships, etc.). The work described in ...
Algoritmo de enxame de partículas para resolução do problema da programação da produção Job-shop flexível multiobjetivo
(Universidade Federal de São Carlos, 2016-08-19)
The companies today are looking for ways to expand their competitive advantages, optimizing their production, and in this context, they found solutions in activities of production scheduling. The production scheduling of ...
Estratégia para introdução de requisitos da norma UL1998 em modelos UML Statechart de sistemas embarcados
(Universidade Federal de São Carlos, 2016-03-08)
Context: Operating in different contexts and segments, embedded systems (ESs) are increasingly present in everyday society. The ESs usually operate invisibly to the user but, even so, possible software failures cease to ...
Tratamento de imprecisão na geração de árvores de decisão
(Universidade Federal de São Carlos, 2016-03-03)
Inductive Decision Trees (DT) are mechanisms based on the symbolic paradigm of machine learning which main characteristics are easy interpretability and low computational cost. Though they are widely used, the DTs can ...
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 ...
Modelo de especificação de interfaces tangíveis de mesa - TTUI-SM
(Universidade Federal de São Carlos, 2012-09-19)
In the scenario of computational interfaces development, researches efforts aim to offer new ways of interaction that are closer to the natural way which humans interact with the real world. Amongst the diversity of ...