Structure learning methods for Bayesian networks to reduce alarm floods by identifying the root cause.

Paul Wunderlich Oliver Niggemann

Published in: ETFA (2017)

Keyphrases

bayesian networks
structure learning
conditional independence
parameter learning
markov logic networks
learning bayesian networks
least squares
graphical models
bayesian network classifiers
root cause
bayesian network structures
incomplete data