GeNIeRate : An Interactive Generator of Diagnostic Bayesian Network Models

@inproceedings{Kraaijeveld2005GeNIeRateA,
  title={GeNIeRate : An Interactive Generator of Diagnostic Bayesian Network Models},
  author={Pieter Kraaijeveld},
  year={2005}
}
  • Pieter Kraaijeveld
  • Published 2005
Constructing diagnostic Bayesian network models is a complex and time consuming task. In this thesis, we propose a methodology to simplify and speed up the design of very large Bayesian network models. The models produced using our methodology are based on two simplifying assumptions: (1) the structure of the model has three layers of variables and (2) the interaction among the variables can be modeled by canonical models such as the Noisy-MAX gate. The methodology is implemented in an… CONTINUE READING