Browsing by Author "Hempstalk, Kathryn"

Now showing items 1-4 of 4

  • Continuous Typist Verification using Machine Learning

    Hempstalk, Kathryn (The University of Waikato, 2009)
    A keyboard is a simple input device. Its function is to send keystroke information to the computer (or other device) to which it is attached. Normally this information is employed solely to produce text, but it can also ...
  • Discriminating Against New Classes: One-class versus Multi-class Classification

    Hempstalk, Kathryn; Frank, Eibe (Springer, Berlin, 2008)
    Many applications require the ability to identify data that is anomalous with respect to a target group of observations, in the sense of belonging to a new, previously unseen ‘attacker’ class. One possible approach to this ...
  • One-Class Classification by Combining Density and Class Probability Estimation

    Hempstalk, Kathryn; Frank, Eibe; Witten, Ian H. (Springer, Berlin, 2008)
    One-class classification has important applications such as outlier and novelty detection. It is commonly tackled using density estimation techniques or by adapting a standard classification algorithm to the problem of ...
  • Proceedings of the Third Computing Women Congress (CWC 2008): Student papers

    Hinze, Annika; Schweer, Andrea; Hempstalk, Kathryn (University of Waikato, 2008-02)
    The Third Computing Women Congress was held at the University of Waikato, Hamilton, New Zealand from February 11th to 13th, 2008. The Computing Women Congress (CWC) is a Summer University for women in Computer Science. It ...

Kathryn Hempstalk has 4 co-authors in Research Commons.