Uncertain Bayesian Networks: Learning from Incomplete Data

Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti +1

When the historical data are limited, the conditional probabilities associated with the nodes of Bayesian networks are uncertain and can be empirically estimated. Second order esti…