Publication list for Kristian G. Olesen

Contributions to books

Andersen, S. K., Olesen, K. G., Jensen, F. V. and Jensen, F. (1990): HUGIN - a Shell for Building Belief Universes for Expert Systems. In: Shafer, G. and Pearl, J. (eds.): Readings in Uncertain Reasoning, Morgan Kaufmann, 332-337.

Olesen, K. G., Kjærulff, U., Jensen, F., Jensen, F. V., Falck, B., Andreassen, S. and Andersen, S. K. (1990): A MUNIN Network for the Median Nerve - A Case Study on Loops. In: Horn, W. (ed.): Causal AI Models - Steps Toward Applications. Hemisphere Publishing Corporation, 301-320.

Hovorka, R., Andreassen, S., Benn, J.J., Olesen, K.G. and Carson, E.R. (1992): Causal Probabilistic Network Modelling - An illustration of its role in the management of chronic diseases. In van Bemmel, J.H. and McCray, A.T. (eds.): Yearbook of Medical Informatics '93. International Medical Informatics Association, 635-648.

Brøndsted, T., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (2002): Developing Intelligent MultiMedia applications. In Granstrom, B. House, D. and Karlsson, I. (eds.): Multimodality in Language and Speech Systems. Kluwer Academic Publishers, 149-171.

Brøndsted, T., Dalsgaard, P., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (2002): CHAMELEON: A general platform for performing intellimedia. In McKevitt, P., Ó Nualláin, S. and Mulvihill, C. (eds.): Language, Vision and Music. John Benjamins Publishing Company, 79-96. ISBN 90 272 5155 X.

Journal articles

Olesen, K. G., Kjærulff, U., Jensen, F., Jensen, F. V., Falck, B., Andreassen, S. and Andersen, S. K. (1989): A MUNIN Network for the Median Nerve - A Case Study on Loops. Applied Artificial Intelligence 3, 385-404.

Jensen, F. V., Olesen, K. G. and Andersen, S. K. (1990): An Algebra of Bayesian Belief Universes for Knowledge-Based Systems. Networks 20, 637-659.

Jensen, F. V., Lauritzen, S. L. and Olesen, K. G. (1990): Bayesian Updating in Causal Probabilistic Networks by Local Computations. Computational Statistics Quarterly 4, 269-282.

Andreassen, S., Jensen, F.V. and Olesen, K.G. (1991): Medical Expert Systems Based on Causal Probabilistic Networks. International Journal of Biomedical Computing 28, 1-30.

Andreassen, S., Falck, B., and Olesen, K.G. (1992): Diagnostic Function of the Microhuman Prototype of the Expert System MUNIN. Electroencephalography and Clinical Neurophysiology 85,143-157.

Hovorka, R., Andreassen, S., Benn, J.J., Olesen, K.G. and Carson, E.R. (1992): Causal Probabilistic Network Modelling - An illustration of its role in the management of chronic diseases. IBM Systems Journal 31, 635-648.

Olesen, K.G. and Andreassen, S. (1993): Specification of Models in Large Expert Systems Based on Causal Probabilistic Networks. Artificial Intelligence in Medicine 5, 269-281.

Olesen, K.G. (1993): Causal Probabilistic Networks with both Discrete and Continuous Variables. IEEE Transactions on Pattern Analysis and Machine Intelligence 15, 275-279.

Andreassen, S., Falck, B. and Olesen, K.G. (1993): EMG Cases as Seen by the Expert System MUNIN, by EMG Experts and by the Audience. The Canadian Journal of Neurological Sciences 20, 344.

Andreassen, S., Benn, J.J., Hovorka, R., Olesen, K.G., Carson, E.R. (1994): A Probabilistic Approach to Glucose Prediction and Insulin Dose Adjustment - Description of a Metabolic Model and Pilot Evaluation Study. Computer Methods and Programs in Biomedicine 41, 153-165.

Andreassen, S., Rosenfalck, A., Falck, B., Olesen, K.G., and Andersen, S.K. (1996): Evaluation of the Diagnostic Performance of the Expert EMG Assistant MUNIN. Electroencephalography and Clinical Neurophysiology 101, 129-144.

Suojanen, M., Andreassen, S. and Olesen, K.G. (1999): The EMG diagnosis – an interpretation based on partial information. Medical Engineering and Physics 21, 517-523.

Xiang, Y., Olesen, K.G., and Jensen, F.V. (2000): Practical Issues in Modeling Large Diagnostic Systems with Multiply Sectioned Bayesian Networks. International Journal of Pattern Recognition and Artificial Intelligence 14, 59-71.

Suojanen, M., Andreassen, S. and Olesen, K.G. (2001): A Method for Diagnosing Multiple Disorders in MUNIN. IEEE Transactions on Biomedical Engineering 48, 522-532.

Olesen, K.G. and Madsen, A.L. (2002): Maximal prime subgraph decomposition of Bayesian networks. IEEE Transactions on Systems, Man and Cybernetics: Part B 32, 21-31.

Madsen, A.L., Olesen, K.G. and Dittmer, S.L. (2002): Practical Modeling of Bayesian Decision Problems - Exploiting Deterministic Relations. IEEE Transactions on Systems, Man and Cybernetics: Part B 32, 32-38.

Olesen, K.G., Andreassen, S. and Suojanen, M. (2003): Modularizing Inference in Large Causal Probabilistic Networks. International Journal of Intelligent Systems, 18, 179-191.

Flores, M.J., Gamez, J.A. and Olesen, K.G. (2011): Incremental Compilation of Bayesian Networks Based on Maximal Prime Subgraphs. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 19, 155-191.

Refereed full papers in conference proceedings

Andersen, S. K., Olesen, K. G., Jensen, F. V. and Jensen, F. (1989): HUGIN - a Shell for Building Belief Universes for Expert Systems. Proceedings of the 11th International Joint Conference on Artificial Intelligence, Morgan Kaufmann, 1080-1085.

Andreassen, S., Hovorka, R., Benn, J.J., Olesen, K.G., Carson, E.R., (1991): A Model-Based Approach to Insulin Adjustment. In: Stefanelli, M., Hasman, A., Fieschi, M., and Talmon, J. (eds.): AIME 91 - Proceedings of the Third Conference on Artificial Intelligence in Medicine. Lecture Notes in Medical Informatics 44, Springer Verlag, 239-248.

Olesen, K.G., Lauritzen, S.L. and Jensen, F.V. (1992): aHUGIN: A System Creating Adaptive Causal Probabilistic Networks. Proceedings of the 8th Conference on Uncertainty in AI, Morgan Kaufmann, 223-229.

Olesen, K.G. and Andreassen, S. (1996): A heuristic method for diagnosing multiple diseases in complex medical domains modelled by causal probabilistic networks. In Brender, J., Christensen, J.P., Scherrer, J.-R. and McNair, P. (eds.): Medical Informatics Europe '96, IOS Press, 614-618.

Suojanen, M., Olesen, K.G. and Andreassen, S. (1997): A Method for Diagnosing in Large Medical Expert Systems Based on Causal Probabilistic Networks. In Keravnou, E., Garbay, C., Baud, R and Wyatt, J.: Artificial Intelligence in Medicine - Proceedings the 6th Conference on Artificial Intelligence in Medicine Europe, AIME’97. Lecture Notes in Artificial Intelligence 1211. Springer, pp. 285-295.

Brøndsted, T., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (1998): The Intellimedia WorkBench – an environment for building multimodal systems. Proceedings of Second International Conference on Cooperative Multimodal Communication, Tilburg, Holland, pp. 166-170.

Andreassen, S., Leibovici, L., Schønheyder H.C., Kristensen, B., Riekehr, C., Kjær, A.G. and Olesen, K.G. (1998): A decision Theoretic Approach to Empirical Treatment of Bacteraemia originating from the Urinary Tract. Proceedings of Workshop on Intelligent data analysis in medicine and pharmacology (IDAMAP 98), Brighton, U.K., pp. 48-53.

Brøndsted, T., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (1998): CHAMELEON: A General Platform for Performing Multimedia. Proceedings of the Ninth Irish Conference on Artificial Intelligence (AICS-98), Dublin, Ireland, pp. 70-87.

Brøndsted, T., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (1998): The Intellimedia WorkBench – A Generic Environment for Multimodal Systems. Proceedings of the 5th International Conference on Spoken Language Processing, Sydney, Australia.

Xiang, Y., Olesen, K.G., and Jensen, F.V. (1999): Some Practical Issues in Modeling Diagnostic Systems with Multiply Sectioned Bayesian Networks. Proceedings of the Twelfth International Florida AI Research Society Conference, Orlando, Florida, USA. AAAI Press.

Andreassen, S., Leibovici, L., Schønheyder H.C., Kristensen, B., Riekehr, C., Kjær, A.G. and Olesen, K.G. (1999): A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract. In Horn, W.,Shahar, Y., Lindberg, G., Andreassen, S. and Wyatt, J. (eds.): Artificial Intelligence in Medicine - Proceedings the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99. Lecture Notes in Artificial Intelligence 1620. Springer, pp. 197-206.

Olesen, K.G. and Madsen, A.L. (2001): Maximal prime subgraph decomposition of Bayesian networks. Proceedings of the Fourteenth International Florida AI Research Society Conference, Key West, Florida. AAAI Press.

Madsen, A.L., Olesen, K.G. and Dittmer, S.L. (2001): Practical Modeling of Bayesian Decision Problems - Exploiting Deterministic Relations. Proceedings of the Fourteenth International Florida AI Research Society Conference, Key West, Florida. AAAI Press.

Andreassen, S., Suojanen, M., Falck, B. and Olesen, K.G. (2001). Improving the diagnostic performance of MUNIN by remodelling of the diseases. In Quaglini, S., Barahona, P. and Andreassen, S. (Eds.): Artificial Intelligence in Medicine. Proceedings of the 8th Conference on Artificial Intelligence in Medicine in Europe, AIME. Lecture Notes in Computer Science 2101. Springer.

Brøndsted, T., Dalsgaard, P., Larsen, L.B., Manthey, . M., Mc Kevitt, P., Moeslund, T.B. and Olesen, K.G. (2001): The IntelliMedia WorkBench - An Environment for Building Multimodal Systems. In Bunt, H. and Beun, R. (eds.): Cooperative Multimodal Communication. Lecture Notes in Artificial Intelligence 2155, Springer, 217-233.

Olesen, K.G., Andreassen, S. and Suojanen, M. (2001): Modularising Inference in Large Causal Probabilistic Networks. In Rionda, A.B. and Otero, R.P. (eds.): CAEPIA-TTIA 2001. Proceedings of the Ninth Conference of the Spanish Association of Artificial Intelligence. Oviedo University Press, Spain, 1075-1084.

Flores, M.J., Gamez, J.A. and Olesen, K.G. (2003): Incremental compilation of Bayesian networks. In Kjærulff, U. and Meek, C. (eds.): Uncertainty in Artificial Intelligence - Proceedings of the 19th Conference on Uncertainty in AI, Morgan Kaufmann, 233-240.

Bangsø, O. and Olesen, K.G. (2003): Applying Object Oriented Bayesian Networks to Large Medical Decision Support Systems. In Tessem, B., Ala-Siuru, P., Doherty, P. and Mayoh, B. (eds.): Eigth Scandinavian Conference on Artificial Intelligence, IOS Press, 25-36. ISBN 1 58603 390 5.

Flores, M.J., Gamez, J.A. and Olesen, K.G. (2004): Incremental Compilation of Bayesian networks in practice. In Proceedings of the Forth International Conference On Intelligent Systems Design and Applications (ISDA 2004), Budapest, Hungary.

Hejlesen, O.K., Olesen, K.G., Dessau, R., Beltoft, I. and Trangeled, M. (2005): Decision Support for Diagnosis of Lyme Disease. In Proceedings of Medical Informatics Europe (MIE 2005), Geneva, Switzerland.

Olesen, K.G., Hejlesen, O.K., Dessau, R., Beltoft, I. and Trangeled, M. (2006): Diagnosing Lyme Disease Tailoring patient specific Bayesian networks for temporal reasoning. In Proceedings of the Third European Workshop on Probabilistic Graphical Models (PGM ¡06), Prague, Czech Republic. ISBN 80-86742-14-8.

Other conference contribuitons

Andersen, S. K., Jensen, F. V. and Olesen, K. G. (1987): The HUGIN Core - Preliminary Considerations on Systems for fast Manipulation of Probabilities. Proceedings of Workshop on Inductive Reasoning: Managing Empirical Information in AI-Systems, Risø National Laboratory, Roskilde, Denmark.

Andreassen, S.A., Benn, J.J., Carson, E.R., Hovorka, R., Kjærulff, U. and Olesen, K.G. (1990): A Causal Probabilistic Network Model of Carbohydrate Metabolism for Insulin Adjustment. In: P.C. Pedersen and B. Onoral (eds.): Biomedical Engineering Perspectives: Health Care Technologies for the 1990'ies and Beyond. Proceedings of the 12th Annual International Conference, IEEE, Engineering in Medicine and Biology Society, New York, U.S.A., 1011.

Andreassen, S.A., Benn, J.J., Carson, E.R., Kristensen, L.D., Hovorka, R., Kjærulff, U. and Olesen, K.G. (1990): A Causal Probabilistic Network Model of Carbohydrate Metabolism in Diabetes. Proceedings of the 8th Nordic Meeting on Medical and Biological Engineering, Aalborg, Denmark, A78.

Andreassen, S.A., Falck, B., Olesen, K.G. and Rosenfalck, A. (1990): The MUNIN Microhuman - A Prototype of an Expert System for Diagnosis of Neurophysiological Disorders. Proceedings of the 8th Nordic Meeting on Medical and Biological Engineering, Aalborg, Denmark, A89.

Benn, J.J., Andreassen, S.A., Carson, E.R. Kristensen, L.D., Hovorka, R., Kjærulff, U. and Olesen, K.G. (1990): Use of a Causal Probabilistic Network for Insulin Dose Adjustment in Diabetes. International Symposium on the Occasion of the European Association for the Study of Diabetes (EASD) '90, Køge, Denmark.

Hovorka, R., Andreassen, S.A., Benn, J.J., Carson, E.R., Kjærulff, U., Kristensen, L.D. and Olesen, K.G. (1990): A Causal Probabilistic Network Model to Assist in Insulin Therapy Adjustment. Proceedings of the 6th Annual Meeting on Expert Systems in Medicine, London, U.K.

Agger, J.F., Olesen, K.G., Jensen, F.V. and Andersen, S.K. (1990): Computer Aided Decision Making in Mastitis Control: Development of a Causal Probabilistic Network (CPN). Addition to the Proceedings of the 2nd GIL Symposium, Bonn, Germany.

Benn, J.J., Hovorka, R., Rasmussen, O., Olesen, K.G., Carson, E.R., Andreassen, S. (1991): A Probabilistic Model for Prediction of Blood Glucose and Advice on Insulin Dose. Proceedings of the European Association for the Study of Diabetes (EASD) '91, Dublin, United Kingdom.

Olesen, K.G. and Andreassen, S. (1993): Representation of Anatomy and Pathophysiology in the EMG Expert System MUNIN. Proceedings of the annual meeting of the Danish Society for Clinical Neurophysiology, Kolding, Denmark.

Andreassen, S. and Olesen, K.G. (1993): Diagnosis of Neuromuscular Diaeases by the EMG Expert System MUNIN. Proceedings of the annual meeting of the Danish Society for Clinical Neurophysiology, Kolding, Denmark.

Andreassen, S., Leibovici, L. Schønheyder, H.C., Olesen, K.G. and Kristensen, B. (1996): Decision support systems in bacteraemia - Evaluation of a prototype for empirical treatment of Danish patients with urosepsis. Proceedings of Bi-National Symposium on Optimal Antibiotic Treatment of Severe Bacterial Infections, Herzlia, Israel.

Andreassen, S., Kristensen, B., Schønheyder, H.C., Kjær, A.G., Olesen, K.G. and Leibovici, L. (1997): Beslutningsstøttesystem til styring af antibiotikabehandling - et passende emne for MTV? Sundhedsstyrelsens Årsmøde 1997 om kvalitetsudvikling og medicinsk kvalitetsvurdering, København, Denmark, p. 41.

Brøndsted, T., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (1998): Combining Speech and Vision processing in a platform for Intelligent Multi Media. Proceedings from the 7^th Danish Conference on Pattern Recognition and Image Analysis, København, Denmark, pp. 75-79.

Suojanen, M., Andreassen, S. and Olesen, K.G. (1998): Is the prior probability of carpal tunnel syndrome 25%?. Proceedings from the 6^th International Conference on Computerized & Quantitative EMG. Vigo, Spain.

Olesen, K.G. (1999): Medical Models and Bayesian Networks. Invited speak. In Abu-Hanna, A. and Lucas, P. (eds): Prognostic Models in Medicine - Artificial Intelligence and Decision Analytic Approaches. Proceedings of a workshop held during the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark.

Olesen, K.G. (2001): Advanced electronic agents and services. Invited speak. The annual meeting of the Danish Informatics Network in the Agricultural sciences (DINA), Rebild Bakker, Denmark.

Olesen, K.G. (2003): Variationer i undervisningen. Bidrag til udviklingskonferencen "AAU-modellen - Variation og udvikling", Aalborg Universitet. (Variations in teaching, contribution (in Danish) to the conference "The AAU model - Variation and Development", Aalborg University).

Miscellaneous

Olesen, K.G. (1985): "Machine Learning - An overview, Development of an Adaptive Method and Design of a Learning Module for Hearsay-II based Expert Systems". M.Sc. thesis, Aalborg University. (In Danish).

Olesen, K.G. and Andersen, S.K. (1988): Discussion published in: Lauritzen, S. L. and Spiegelhalter, D. J.: Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems. Journal of the Royal Statistical Society B 50, 157-224.

Jensen, F.V., Kjærulff, Olesen, K.G. and Pedersen, J.: An expert system for control of waste water treatment - a pilot project. Technical report, Judex Datasystemer A/S, Aalborg, 1989. In Danish.

Olesen, K.G. (1992): HUGIN and MUNIN - Past, Present and Future. Ph.D. thesis, Aalborg University.

Brøndsted, T., Dalsgaard, P., Larsen, L.B., Manthey, M., McKevitt, P., Moeslund, T.B. and Olesen, K.G. (1998): A platform for developing Intelligent MultiMedia applications. Research report R-98-1004, Institute for electronic Systems, Aalborg University, Denmark.

Olesen, K.G. (2003): De store reformers tid? Dansk Matematisk Forenings blad Matilde, 18. (The huge reformation?, contribution (in Danish) to the news letter of the Danish Mathematic Society).