Bayesian Network Parameter Estimation Using Noisy Observations or Soft Evidence

Abstract

Resumo As Redes Bayesianas Abstract Bayesian Networks are a widely used class of models. They have been successfully applied in fields as diverse as biomedical applications, knowledge representation in artificial intelligence, and modeling of genetic regulation networks. A Bayesian Network is defined by its structure and parametrization. Both these… (More)

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Cite this paper

@inproceedings{Luis2007BayesianNP, title={Bayesian Network Parameter Estimation Using Noisy Observations or Soft Evidence}, author={P. Jose Luis and Bento Frag{\~a}o and Coelho and Gen{\'e}tica}, year={2007} }