Estimating the probability distributions of radioactive concrete in the building stock using Bayesian networks.
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
A discrete Bayesian network for evaluating the presence probability of blue concrete (Model 1.1 of the referenced paper). Probabilities were given within the referenced paper. The vertices are:
(False, True);
(False, True);
(Single Family House, MultiFamily House, School Building, Other Building);
(0-150, 150-220, 220-360, 360-1500, >1500);
Wu, P. Y., Johansson, T., Mangold, M., Sandels, C., & Mjornell, K. (2023). Estimating the probability distributions of radioactive concrete in the building stock using Bayesian networks. Expert Systems with Applications, 222, 119812.