Browsing Natural and Agricultural Sciences by Subject "Multilayer perceptron"
Now showing items 1-3 of 3
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Comparative study of neural networks and design of experiments to the classification of HIV status
(North West University, 2013)This research addresses the novel application of design of experiment, artificial neural net-works and logistic regression to study the effect of demographic characteristics on the risk of acquiring HIV infection among the ... -
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), ... -
Intrusion detection using artificial neural networks and supervised deep learning
(North-West University (South Africa), 2022)One of the most challenging problems facing researchers and security experts today is protecting digital assets from the rising number of threats emerging from large networks, such as the Internet daily. Over the last ...