54 citations · 302 across the 14 of their papers we have counts for
14 papers
Analysis in HUGIN of Data Conflict
Bo Chamberlain, Finn Verner Jensen, Frank Jensen +1
After a brief introduction to causal probabilistic networks and the HUGIN approach, the problem of conflicting data is discussed. A measure of conflict is defined, and it is used i…
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks
Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen
The paper describes aHUGIN, a tool for creating adaptive systems. aHUGIN is an extension of the HUGIN shell, and is based on the methods reported by Spiegelhalter and Lauritzen (19…
From Influence Diagrams to Junction Trees
Frank Jensen, Finn Verner Jensen, Soren L. Dittmer
We present an approach to the solution of decision problems formulated as influence diagrams. This approach involves a special triangulation of the underlying graph, the constructi…
Optimal Junction Trees
Finn Verner Jensen, Frank Jensen
The paper deals with optimality issues in connection with updating beliefs in networks. We address two processes: triangulation and construction of junction trees. In the first par…
Cautious Propagation in Bayesian Networks
Finn Verner Jensen
Consider the situation where some evidence e has been entered to a Bayesian network. When performing conflict analysis, sensitivity analysis, or when answering questions like "What…
MIDAS - An Influence Diagram for Management of Mildew in Winter Wheat
Allan Leck Jensen, Finn Verner Jensen
We present a prototype of a decision support system for management of the fungal disease mildew in winter wheat. The prototype is based on an influence diagram which is used to det…