concrete2: concrete Bayesian Networks

In bnRep: A Repository of Bayesian Networks from the Academic Literature

concrete Bayesian Networks

Description

Estimating the probability distributions of radioactive concrete in the building stock using Bayesian networks.

Format

A discrete Bayesian network for evaluating the presence probability of blue concrete (Model 2.1 of the referenced paper). Probabilities were given within the referenced paper. The vertices are:

Basement

(False, True);

BlueConcrete

(False, True);

BuildingClass

(Single Family House, MultiFamily House, School Building, Other Building);

ConstructionYear

(1930-1955, 1955-1960, 1960-1968, 1968-1975, 1975-1980);

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

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.

bnRep documentation built on April 12, 2025, 1:13 a.m.