Browsing by Author "Wang, Tao"

UTSePress Research/Manakin Repository

Search UTSePress Research

Browse

My Account

Browsing by Author "Wang, Tao"

Sort by: Order: Results:

  • Qin, Zhenxing; Zhang, Chengqi; Wang, Tao; Zhang, Shichao (Springer-Verlag, 2010)
    Cost-sensitive classification is one of mainstream research topics in data mining and machine learning that induces models from data with unbalance class distributions and impacts by quantifying and tackling the unbalance. ...
  • Wang, Tao; Qin, Zhenxing; Zhang, Shichao; Zhang, Chengqi (Elsevier, 2012)
    It is an actual and challenging issue to learn cost-sensitive models from those datasets that are with few labeled data and plentiful unlabeled data, because some time labeled data are very difficult, time consuming and/or ...
  • Qin, Zhenxing; Wang, Tao; Zhang, Chengqi; Zhang, Shichao (Springer, 2013)
    Cost-sensitive learning algorithms are typically motivated by imbalance data in clinical diagnosis that contains skewed class distribution. While other popular classification methods have been improved against imbalance ...
  • Qin, Zhenxing; Zhang, Shichao; Liu, Li; Wang, Tao (IEEE Computer Society, 2008)
    In many real world data mining and classification tasks, we face with the problem of high cost in making training data sets. In addition, in many domains, different misclassification errors involve different costs. These ...
  • Wang, Tao (2013)
    Cost-sensitive learning is one of the active research topics in data mining and machine learning, designed for dealing with the non-uniform cost of misclassification errors. In the last ten to fifteen years, diverse learning ...
  • Wang, Tao; Qin, Zhenxing; Jin, Zhi; Zhang, Shichao (Elsevier Ltd, 2010)
    Cost-sensitive learning algorithms are typically designed for minimizing the total cost when multiple costs are taken into account. Like other learning algorithms, cost-sensitive learning algorithms must face a significant ...
  • Qin, Zhenxing; Wang, Tao; Zhang, Shichao (IEEE, 2010)
    This paper studies an actual and new setting of cost-sensitive learning, i.e., combining test data with medical history under multiple-scale cost constraints. With a new cost structure, an attribute selection strategy is ...
  • Wang, Tao; Bradford, Mark; Gilbert, R; Pi, Yong Lin (Asce-Amer Soc Civil Engineers, 2007)
    In the companion paper, the nonlinear elastic stability analysis of a shallow parabolic arch with horizontal spring supports was investigated. The solution for the in-plane antisymmetric bifurcation buckling load and an ...
  • Bradford, Mark; Wang, Tao; Pi, Yong Lin; Gilbert, R (Asce-Amer Soc Civil Engineers, 2007)
    This paper investigates the in-plane elastic stability of a shallow parabolic arch with horizontal spring supports subjected to a uniformly distributed vertical load. A virtual work formulation is used to establish both ...