| 2003 | UAI | Incremental compilation of Bayesian networks. | M. Julia Flores, Jos A. Gmez, Kristian G. Olesen |
| 2001 | AIME | Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. | Steen Andreassen, Marko Suojanen, Bjrn Falck, Kristian G. Olesen |
| 2001 | FlAIRS | Practical Modeling of Bayesian Decision Problems -- Exploiting Deterministic Relations. | Anders L. Madsen, Kristian G. Olesen, Sren L. Dittmer |
| 2001 | FlAIRS | Maximal Prime Subgraph Decomposition of Bayesian Networks. | Kristian G. Olesen, Anders L. Madsen |
| 1999 | FlAIRS | Some Practical Issues in Modeling Diagnostic Systems with Multiply Sectioned Bayesian Networks. | Yanping Xiang, Kristian G. Olesen, Finn Verner Jensen |
| 1998 | Interspeech | The intellimedia workbench - a generic environment for multimodal systems. | Tom Brndsted, Lars Bo Larsen, Michael Manthey, Paul McKevitt, Thomas B. Moeslund, Kristian G. Olesen |
| 1997 | AIME | A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. | Marko Suojanen, Kristian G. Olesen, Steen Andreassen |
| 1992 | UAI | aHUGIN: A System Creating Adaptive Causal Probabilistic Networks. | Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen |
| 1991 | AIME | A Model-Based Approach to Insulin Adjustment. | Steen Andreassen, Roman Hovorka, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson |
| 1989 | IJCAI | HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems. | Stig K. Andersen, Kristian G. Olesen, Finn Verner Jensen, Frank Jensen |