Browsing by Subject "GANN"
Now showing items 1-4 of 4
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Automated construction of generalized additive neural networks for predictive data mining
(North-West University, 2006)In this thesis Generalized Additive Neural Networks (GANNs) are studied in the context of predictive Data Mining. A GANN is a novel neural network implementation of a Generalized Additive Model. Originally GANNs were ... -
Classifying spam with generalized additive neural networks
(North-West University (South Africa) , Potchefstroom Campus, 2017)E-mail is an important and convenient communication tool used by many people on a daily basis. For individuals it is an inexpensive way to stay in contact with family and friends located around the world. An e-mail address ... -
Comparing generalized additive neural networks with multilayer perceptrons
(North-West University, 2011)In this dissertation, generalized additive neural networks (GANNs) and multilayer perceptrons (MLPs) are studied and compared as prediction techniques. MLPs are the most widely used type of artificial neural network (ANN), ... -
Spam email classifcation with generalized additive neural networks using ensemble methods
(SATNAC, 2014)Solutions to minimize the amount of junk mail we receive are not yet optimal and thus research towards an improved spam email classifier is ongoing. Traditional content and listbased filters are less effective than ...
