7 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.AI2012★ 1 cited
Monotonicity in Bayesian Networks
Linda C. van der Gaag, Hans L. Bodlaender, Ad Feelders
For many real-life Bayesian networks, common knowledge dictates that the output established for the main variable of interest increases with higher values for the observable variab…
cs.AI2012★ 5 cited
Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific Qualitative Influences
Ad Feelders, Linda C. van der Gaag
We present a method for learning the parameters of a Bayesian network with prior knowledge about the signs of influences between variables. Our method accommodates not just the sta…
cs.AI2012★ 7 cited
A new parameter Learning Method for Bayesian Networks with Qualitative Influences
Ad Feelders
We propose a new method for parameter learning in Bayesian networks with qualitative influences. This method extends our previous work from networks of binary variables to networks…