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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 ...
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 ...
Aprendizado supervisionado usando redes neurais construtivas
(Universidade Federal de São Carlos, 2006-05-25)
Constructive neural learning is a neural learning model that does not assume a fixed
network topology before training begins. The main characteristic of this learning model is the
dynamic construction of the network s ...