Browsing Cyfrifiadureg / Computer Science by Author "Aitken, Stuart"

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  • Daly, Ronan; Shen, Qiang; Aitken, Stuart (2011-05)
    Bayesian networks have become a widely used method in the modelling of uncertain knowledge. Owing to the difficulty domain experts have in specifying them, techniques that learn Bayesian networks from data have become ...
  • Daly, Ronan; Aitken, Stuart; Shen, Qiang (2006)
    For some time, learning Bayesian networks has been both feasible and useful in many problems domains. Recently research has been done on learning equivalence classes of Bayesian networks, i.e. structures that capture all ...
  • Shen, Qiang; Daly, Ronan; Aitken, Stuart (2006)
    Bayesian networks are a useful tool in the representation of uncertain knowledge. This paper proposes a new algorithm to learn the structure of a Bayesian network. It does this by conducting a search through the space of ...

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