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Estratégia de modelagem por algoritmo genético adaptativo para programação reativa da produção de produtos com uso simultâneo de máquinas e sistemas de transporte em sistemas de manufatura
(Universidade Federal de São Carlos, 2008-09-12)
The production scheduling problem of products with simultaneous use of machines and transportation systems in manufacturing systems invloves the system modeling task and the application of a technique to solve it. This ...
Uma abordagem de sistema de recomendação orientada pelo aprendizado sem fim
(Universidade Federal de São Carlos, 2014-02-28)
Recommender Systems have a very well defined function: recommend something to someone. Through Artificial Intelligence techniques, more particularly from areas such as Data Mining and Machine Learning, it is possible to ...
Aprendizado de subcategorias para Never-ending Language Learning: uma abordagem baseada em perguntas e respostas
(Universidade Federal de São Carlos, 2021-01-08)
In recent years, ontologies have been used in information systems to index large corpora of documents or collections of facts and directly support user interaction with the system through functionalities such as navigation ...
Extração de forma compacta de regras Fuzzy de uma rede bayesiana
(Universidade Federal de São Carlos, 2010-07-02)
The decision support tools are importants in many domains of our society. But there is a need to make users understand the decisions made by those tools in order to increase the faith of the users on the results. In the ...
Sistema baseado em redes neurais para composição musical assistida por computador
(Universidade Federal de São Carlos, 2008-05-16)
Several research studies have been realized in order to achieve a musical composition computational system that could, as much as possible, catch the human mind, skills, and creativity. More recently, artificial neural ...
Sobre o modelo neural RuleNet e suas características simbólica e cooperativa.
(Universidade Federal de São Carlos, 2004-05-28)
Machine learning is an area of Artificial Intelligence that deals with methods
and techniques for implementing automatic learning in computational systems.
This research work investigates a machine learning neural model ...
Aprendizado de máquina baseado em separabilidade linear em sistema de classificação híbrido-nebuloso aplicado a problemas multiclasse
(Universidade Federal de São Carlos, 2009-06-29)
This master thesis describes an intelligent classifier system applied to multiclass non-linearly separable problems called Slicer. The system adopts a low computacional cost supervised learning strategy (evaluated as ) ...
Sobre o processo de seleção de subconjuntos de atributos - as abordagens filtro e wrapper.
(Universidade Federal de São Carlos, 2005-04-28)
Inductive machine learning methods learn the expression of the concept from a
training set. Training sets are, generally, composed by instances described by attributevalue
pairs and an associated class. The attribute set ...
Um avaliador de cenários simulados para reseqüenciamento da produção em sistemas automatizados de manufatura usando lógica nebulosa.
(Universidade Federal de São Carlos, 2004-08-20)
In the search for competitive advantages, companies of the manufacture industry segment have been investing in the production flexibility and processes automation, looking
for assisting a variety of types of products, ...
Algoritmo genético-tabu para a programação reativa da produção em um sistema de manufatura com recursos compartilhados
(Universidade Federal de São Carlos, 2009-11-20)
Manufacturing systems with shared resources have been designed to meet the market needs, which require high quality products, low cost and the guarantee of the conditions agreed with the customer. The production scheduling ...