Browsing Faculty of Engineering by Subject "Neural Networks"

Now showing items 1-2 of 2

    • Combining different computational techniques in the development of financial prediction models 

      Hoffman, A.J. (SCITEPRESS, 2014)
      The prediction of financial time series to enable improved portfolio management is a complex topic that has been widely researched. Modelling challenges include the high level of noise present in the signals, the need to ...

    • Pairwise networks for feature ranking of a geomagnetic storm model 

      Beukes, Jacques Pieter; Davel, Marelie Hattingh; Lotz, Stefan (South African Institute of Computer Scientists and Information Technologists, 2020)
      Feedforward neural networks provide the basis for complex regression models that produce accurate predictions in a variety of applications. However, they generally do not explicitly provide any information about the utility ...