Now showing items 1-3 of 3

    • Automated construction of generalized additive neural networks for predictive data mining 

      Du Toit, Jan Valentine (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 

      Labuschagne, Pieter (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 

      Goosen, Johannes Christiaan (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), ...