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Extração de conhecimento simbólico de redes neurais.
(Universidade Federal de São Carlos, 2005-02-23)
The fact that Artificial Neural Networks (ANNs) are not able to explain, in a symbolic
way, neither their decisions or the knowledge embedded in its connections and architecture
is a well-known limitation. This work ...
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 ...
Representação multimodal para classificação de informação
(Universidade Federal de São Carlos, 2018-06-08)
The most basic meaning of "multimodality" is the use of multiple means of information to compose an "artifact", a man-made object that expresses a concept. In our day-to-day life, most media outlets use multimedia to express ...
Detecção de contradições em um sistema de aprendizado sem fim
(Universidade Federal de São Carlos, 2012-06-29)
NELL (Never Ending Language Learning) is a system that seeks to learn in an infinite way, extracting structured information from unstructured web pages using the semi-supervised learning paradigm as one of its basic ...
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 ...
Sistemas de apoio à decisão em grupo multicritério : uma abordagem baseada em regras fuzzy
(Universidade Federal de São Carlos, 2009-11-30)
The use of fuzzy logic and fuzzy sets theory applied to decision making process
was initially proposed by Bellman and Zadeh (1970). Since then, the arisen of
unstructured problems associated with multi-criteria characteristics ...
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 ...
Processamento de conhecimento impreciso combinando raciocínio de ontologias fuzzy e sistemas de inferência fuzzy
(Universidade Federal de São Carlos, 2013-12-13)
In Computer Science, ontologies are used for knowledge representation in a number of applications, aiming to structure and handle domain semantics through models shared by humans and computational systems. Although traditional ...
Um método para descoberta de relacionamentos semânticos do tipo causa e efeito em sentenças de artigos científicos do domínio biomédico
(Universidade Federal de São Carlos, 2013-11-28)
Recently, there is an enormous amount of scientific material written in textual format and published in electronic ways (paper on proceedings and articles on journals). In the biomedical field, researchers need to analyse ...
Método de resolução de deadlocks no controle de produção de sistemas de manufatura automatizados utilizando redes de Petri coloridas
(Universidade Federal de São Carlos, 2011-07-01)
Resources sharing is one of the main characteristics of Automated Manufacturing Systems (SMA), this characteristic can be a synonym of advantages but on the other hand it may lead to the problem of deadlock. Several papers ...