Now showing items 1-3 of 3

  • On the Classification Performance of TAN and General Bayesian Networks 

    Madden, Michael G. (Elsevier, 2009)
    Over a decade ago, Friedman et al. introduced the Tree Augmented Naïve Bayes (TAN) classifier, with experiments indicating that it significantly outperformed Naïve Bayes (NB) in terms of classification accuracy, ...
  • Revealing the Origin and Nature of Drug Resistance of Dynamic Tumour Systems 

    Santiago-Mozos, Ricardo; Khan, Imtiaz A.; Madden, Michael G. (2010)
    In this paper, the authors identify the strategies that resistant subpopulations of cancer cells undertake to overcome the effect of the anticancer drug Topotecan. For the analyses of cell lineage data encoded from timelapse ...
  • A Survey of Recent Trends in One Class Classi cation 

    Khan, Shehroz S.; Madden, Michael G. (Springer Verlag - LNAI, 2009-08)
    The One Class Classification (OCC) problem is di fferent from the conventional binary/multi-class classi fication problem in the sense that in OCC, the negative class is either not present or not properly sampled. The ...