Kristian G. Olesen

Publication Activity (10 Years)

Years Active: 1989-2022
Publications (10 Years): 3

Top Topics

Approximate Inference

Linear Gaussian

Top Venues

Publications

Anders L. Madsen, Kristian G. Olesen, Frank Jensen, Per Henriksen, Thomas Mulvad Larsen, Jørn Munkhof Møller
Online Updating of Conditional Linear Gaussian Bayesian Networks. PGM (2022)
Anders L. Madsen, Kristian G. Olesen, Jørn Munkhof Møller, Nicolaj Søndberg-Jeppesen, Frank Jensen, Thomas Mulvad Larsen, Per Henriksen, Morten Lindblad, Trine Søby Christensen
A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital. PGM (2020)
Anders L. Madsen, Kristian G. Olesen, Heidi Lynge Løvschall, Nicolaj Søndberg-Jeppesen, Frank Jensen, Morten Lindblad, Mads Lause Mogensen, Trine Søby Christensen
Prediction of High Risk of Deviations in Home Care Deliveries. PGM (2020)
Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks CoRR (2013)
M. Julia Flores, José A. Gámez, Kristian G. Olesen
Incremental Compilation of Bayesian networks CoRR (2012)
M. Julia Flores, José A. Gámez, Kristian G. Olesen
Incremental Compilation of Bayesian Networks Based on Maximal Prime Subgraphs. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19 (2) (2011)
Kristian G. Olesen, Ole K. Hejlesen, Ram Dessau, Ivan Beltoft, Michael Trangeled
Diagnosing Lyme disease - Tailoring patient specific Bayesian networks for temporal reasoning. Probabilistic Graphical Models (2006)
Ole K. Hejlesen, Kristian G. Olesen, Ram Dessau, Ivan Beltoft, Michael Trangeled
Decision Support for Diagnosis of Lyme Disease. MIE (2005)
M. Julia Flores, José A. Gámez, Kristian G. Olesen
Incremental compilation of Bayesian networks. UAI (2003)
Kristian G. Olesen, Steen Andreassen, Marko Suojanen
Modularizing inference in large causal probabilistic networks. Int. J. Intell. Syst. 18 (2) (2003)
Kristian G. Olesen, Anders L. Madsen
Maximal prime subgraph decomposition of Bayesian networks. IEEE Trans. Syst. Man Cybern. Part B 32 (1) (2002)
Anders L. Madsen, Kristian G. Olesen, Søren L. Dittmer
Practical modeling of Bayesian decision problems - exploiting deterministic relations. IEEE Trans. Syst. Man Cybern. Part B 32 (1) (2002)
Steen Andreassen, Marko Suojanen, Björn Falck, Kristian G. Olesen
Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. AIME (2001)
Anders L. Madsen, Kristian G. Olesen, Søren L. Dittmer
Practical Modeling of Bayesian Decision Problems -- Exploiting Deterministic Relations. FLAIRS Conference (2001)
Marko Suojanen, Steen Andreassen, Kristian G. Olesen
A method for diagnosing multiple diseases in MUNIN. IEEE Trans. Biomed. Eng. 48 (5) (2001)
Kristian G. Olesen, Anders L. Madsen
Maximal Prime Subgraph Decomposition of Bayesian Networks. FLAIRS Conference (2001)
Yanping Xiang, Kristian G. Olesen, Finn Verner Jensen
Practical Issues in Modeling Large Diagnostic Systems with Multiply Sectioned Bayesian Networks. Int. J. Pattern Recognit. Artif. Intell. 14 (1) (2000)
Yanping Xiang, Kristian G. Olesen, Finn Verner Jensen
Some Practical Issues in Modeling Diagnostic Systems with Multiply Sectioned Bayesian Networks. FLAIRS Conference (1999)
Steen Andreassen, Leonard Leibovici, Henrik C. Schønheyder, Brian Kristensen, Christian Riekehr, Anders Geill Kjær, Kristian G. Olesen
A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract. AIMDM (1999)
Tom Brøndsted, Lars Bo Larsen, Michael Manthey, Paul McKevitt, Thomas B. Moeslund, Kristian G. Olesen
The intellimedia workbench - a generic environment for multimodal systems. ICSLP (1998)
Tom Brøndsted, Paul Dalsgaard, Lars Bo Larsen, Michael Manthey, Paul McKevitt, Thomas B. Moeslund, Kristian G. Olesen
The IntelliMedia WorkBench - An Environment for Building Multimodal Systems. Cooperative Multimodal Communication (1998)
Marko Suojanen, Kristian G. Olesen, Steen Andreassen
A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. AIME (1997)
Kristian G. Olesen
Causal Probabilistic Networks with Both Discrete and Continuous Variables. IEEE Trans. Pattern Anal. Mach. Intell. 15 (3) (1993)
Kristian G. Olesen, Steen Andreassen
Specification of models in large expert systems based on causal probabilistic networks. Artif. Intell. Medicine 5 (3) (1993)
Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks. UAI (1992)
Roman Hovorka, Steen Andreassen, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson
Causal Probabilistic Network Modeling - An Illustration of its Role in the Management of Chronic Diseases. IBM Syst. J. 31 (4) (1992)
Steen Andreassen, Roman Hovorka, Jonathan J. Benn, Kristian G. Olesen, Ewart R. Carson
A Model-Based Approach to Insulin Adjustment. AIME (1991)
Finn Verner Jensen, Kristian G. Olesen, Stig K. Andersen
An algebra of bayesian belief universes for knowledge-based systems. Networks 20 (5) (1990)
Stig K. Andersen, Kristian G. Olesen, Finn Verner Jensen, Frank Jensen
HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems. IJCAI (1989)
Kristian G. Olesen, Uffe Kjærulff, Frank Jensen, Finn Verner Jensen, Björn Falck, Steen Andreassen, Stig K. Andersen
A munin network for the median nerve - a case study on loops. Appl. Artif. Intell. 3 (2-3) (1989)