Photo of Uffe Kjærulff

Uffe Kjærulff

  • Selma Lagerløfs Vej 300, 0-2-28

    9220 Aalborg Ø

    Denmark

  • Selma Lagerløfs Vej 300, 0-2-28

    9220 Aalborg Ø

    Denmark

1987 …2013

Research output per year

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Research Output

Article in proceeding

A causal probabilistic network model to assist in insulin therapy adjustment

Hovorka, R., Andreassen, S., Benn, J. J., Carson, E. R., Kjærulff, U. B., Kristensen, L. D. & Olesen, K. G., 1990, Proceedings of the 6th Annual Meeting on Expert Systems in Medicine, 1990, London, United Kingdom.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

A Computational Scheme for Reasoning in Dynamic Probabilistic Networks

Kjærulff, U., 1992, Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence. Morgan Kaufmann, p. 121-129

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Acquisition and Transformation of Likelihoods to Conditional Probabilities for Bayesian Networks

Skaanning, C., Jensen, F. V., Kjærulff, U. B. & Madsen, A. L., 1999, AAAI Spring Symposium, Standford, USA, 1999.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

A methodology for acquiring qualitative knowledge for probabilistic graphical models

Kjærulff, U. B. & Madsen, A. L., 2004, Proceedings of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. p. 143-150

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

File
234 Downloads (Pure)

Applications of Probabilistic Graphical Models to Diagnosis and Control of Autonomous Vehicles

Madsen, A. L., Kjærulff, U. B., Kalwa, J., Perrier, M. & Sotelo, M. A., 2004, The Second Bayesian Modeling Applications Workshop.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Open Access
File
608 Downloads (Pure)

Case-based learning (CBL) - A new pedagogical approach to multidisciplinary studies

Kjærulff, U. B., Rosenstand, C. A. F., Stage, J. & Vetner, M., 2008, 36th SEFI Annual Conference 2008 - Quality Assessment, Employability and Innovation. Fink, F. (ed.). Brill | Sense, 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Citations (Scopus)

HUGS: Combining Exact Inference and Gibbs Sampling in Junction Trees

Kjærulff, U., 1995, Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence. Besnard, Philippe : Hanks, Steve (eds.) (ed.). Morgan Kaufmann, p. 368-375

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Making Sensitivity Analysis Computationally Efficient

Kjærulff, U. B. & Gaag, L. C. V. D., 2000, Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence : UAI'00. Boutilier, C. : Goldszmidt, M. (eds.) (ed.). Academic Press, p. 317-325

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Nested Junction Trees

Kjærulff, U., 1997, 13th Conference on Uncertainty in Artificial Intelligence. Kaufmann, p. 294-301

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Printer Troubleshooting using Bayesian Networks

Skaanning, C., Jensen, F. V. & Kjærulff, U. B., 2000, Intelligent Problem Solving : Methodologies and Approaches : 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2000, New Orleans, Lousiana, USA, June 19-22, 2000 : Proceedings: Lecture Notes in Computer Science. Loganantharaj, R. : Palm, G. : Ali, M. (eds.) (ed.). 1821 ed. IEEE Computer Society Press, p. 367-379

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

29 Citations (Scopus)

Printing System Diagnosis: a Bayesian Network Application

Skaanning, C., Jensen, F. V., Kjærulff, U., Pelletier, P. & Rostrup-Jensen, L., 1998, The 9th International Conference on Principles of Diagnosis (Dx98), Cape Cod, Massachusetts, USA, 1998. p. 259-265

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Reduction of Computational Complexity in Bayesian Networks through Removal of Weak Dependences

Kjærulff, U. B., 1994, Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence. Morgan Kaufmann, p. 374-382

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

The Hugin Tool for Learning Bayesian Networks

Madsen, A. L., Lang, M., Kjærulff, U. B. & Jensen, F., 2003, Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 7th European Conference. Nielsen, T. D. & Zhang, N. L. (eds.). Springer, p. 594-605 (Lecture Notes in Computer Science; No. 2711).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

60 Citations (Scopus)

The SACSO System for Troubleshooting of Printing Systems

Jensen, F. V., Skaanning, C. & Kjærulff, U. B., 2001, Seventh Scandinavian Conference on Artificial Intelligence : SCAI'01: Frontiers in Artificial Intelligence and Applications. Lund, H. H. : Mayoh, B. : Perram, J. (eds.) (ed.). Vol. 66 ed. IOS Press, p. 67-79

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Use of a causal probabilistic network for insulin dose adjustment in diabetes

Benn, J., Andreassen, S., Carson, E. R., Kristensen, L. D., Hovorka, R., Kjærulff, U. B. & Olesen, K. G., 1990, Proceedings of the International Symposium held on the Occasion of the European Association for the Study of Diabetes, EASD '90, 7-8 September 1990, Køge, Denmark.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example

Nielsen, T. D., Wuillemin, P-H., Jensen, F. V. & Kjærulff, U. B., 2000, Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence: UAI '00. Boutilier, C. : Goldszmidt, M. (eds.) (ed.). Morgan Kaufmann, p. 426-435

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Book

A Computational Architecture for N-Way Sensitivity Analysis of Bayesian Networks

Coupé, V. M. H., Jensen, F. V., Kjærulff, U. B. & Gaag, L. C. V. D., 2000, Aalborg: Aalborg Universitetsforlag. (Technical Report : Department of Computer Science, Aalborg University).

Research output: Book/ReportBook

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Kjærulff, U. B. & Madsen, A. L., 2013, 2. ed. New York: Springer VS. (Information Science and Statistics, Vol. 22).

Research output: Book/ReportBook

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Kjærulff, U. B. & Madsen, A. L., 2008, New York: Springer Publishing Company. 300 p. (Information Science and Statistics).

Research output: Book/ReportBook

Probabilistic Networks - An Introduction to Bayesian Networks and Influence Diagrams

Kjærulff, U. B. & Madsen, A. L., 2005, Aalborg University. 133 p.

Research output: Book/ReportBook

Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence

Kjærulff, U. B. . . & Meek, C. . ., 2003, Morgan Kaufmann Publishers, San Francisco: California. (Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence 2003).

Research output: Book/ReportBook

Sensitivity Analysis in Bayesian Troubleshooting Models

Kjærulff, U. B. & Sochorovà, M., 2000, Aalborg: Aalborg Universitetsforlag. (Technical Report : Department of Computer Science, Aalborg University).

Research output: Book/ReportBook

Sensitivity Analysis in Gaussian Networks

Castillo, E., Kjærulff, U. B. & Gaag, L. C. V. D., 2000, Aalborg: Aalborg Universitetsforlag.

Research output: Book/ReportBook

The SACSO System for troubleshooting of Printing Systems

Jensen, F. V., Jensen, C. S. & Kjærulff, U. B., 2000, Aalborg: Aalborg Universitetsforlag. (Technical Report : Department of Computer Science, Aalborg University).

Research output: Book/ReportBook

Book chapter

A MUNIN Network for the Median Nerve - A Case Study on Loops

Olesen, K. G., Kjærulff, U. B., Jensen, F., Jensen, F. V., Falck, B., Andreassen, S. & Andersen, S. K., 1990, Causal AI Models - Steps Toward Applications. Horn, W. (ed.). Hemisphere Publishing Corporation, p. 301-320 20 p.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

Applications of HUGIN to diagnosis and control of autonomous vehicles

Madsen, A. L. & Kjærulff, U., 2007, Advances in probabilistic graphical models. Berlin / Heidelberg: IEEE Computer Society Press, p. 313-332 (Studies in Fuzziness and Soft Computing; No. 213).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

1 Citation (Scopus)

Hybrid Propagation in Junction Trees

David, A. P., Kjærulff, U. & Lauritzen, S. L., 1995, Advances in Intelligent Computing : IMPU'94. Bouchon-Meunier, B. : Yager, R. : Zadeh, L. (eds.) (ed.). Berlin: Springer, p. 87-97 (Lecture Notes in Computer Science; No. 945).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

Inference in Bayesian Networks using Nested Junction Trees

Kjærulff, U., 1998, Learning in Graphical Models. Jordan, M. I. (ed.) (ed.). Kluwer Academic Publishers, p. 51-74 (NATO Science Series, Series D: Behavioural and Social Sciences; No. 89).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

Risk Management in Robotics

Madsen, A. L., Kalwa, J. & Kjærulff, U. B., 2008, Bayesian Networks: A Practical Guide to Applications. Pourret, O., Naim, P. & Marcot, B. (eds.). Wiley, p. 345-364 20 p. (STATISTICS IN PRACTICE).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterCommunication

Conference abstract in journal

MUNIN: an expert system for EMG

Andreassen, S., Andersen, S. K., Jensen, F. V., Woldbye, M., Rosenfalck, A., Falck, B., Kjærulff, U. B. & Sørensen, A. R., 1987, In : Electroencephalography and Clinical Neurophysiology. 66, 5, p. S4

Research output: Contribution to journalConference abstract in journalResearch

Neuroanatomical guidance for EMG tests

Sørensen, A. R., Andreassen, S., Kjærulff, U. B. & Rosenfalck, A., 1987, In : Electroencephalography and Clinical Neurophysiology. 66, 5, p. S99

Research output: Contribution to journalConference abstract in journalResearch

Conference abstract in proceeding

A causal probabilistic network model of carbohydrate metabolism for insulin adjustment

Andreassen, S., Benn, J. J., Carson, E., Hovorka, R., Kjærulff, U. B. & Olesen, K. G., 1990, Biomedical Engineering Perspectives : Health Care Technologies for the 1990'es and Beyond. Proceedings of the 12th Annual International Conference Engineering in Medicine and Biology Society, IEEE/EMBS, 1990, New York, NY, USA. Pedersen, P. C. & Onoral, B. (eds.). p. 1011

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearch

2 Citations (Scopus)

A causal probabilistic network model of carbohydrate metabolism in diabetes

Andreassen, S., Benn, J., Carson, E., Kristensen, L. D., Hovorka, R., Kjærulff, U. B. & Olesen, K. G., 1990, Proceedings of the 8th Nordic Meeting on Medical and Biological Engineering, June 1990, Aalborg, Denmark. p. A78

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearch

Conference article in Journal

HUGIN - The Tool for Bayesian Networks and Influence Diagrams

Jensen, F., Kjærulff, U. B., Lang, M. & Madsen, A. L., 2005, In : International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. p. 212-221

Research output: Contribution to journalConference article in JournalResearch

Journal article

A MUNIN network for the median nerve: a case study on loops

Olesen, K. G., Kjærulff, U. B., Jensen, F., Jensen, F. V., Falck, B., Andreassen, S. & Andersen, S. K., 1989, In : Applied Artificial Intelligence. 3, 2-3, p. 385-403

Research output: Contribution to journalJournal articleResearchpeer-review

76 Citations (Scopus)

Blocking-Gibbs Sampling in Very Large Probalistic Expert Systems

Jensen, C. S., Kong, A. & Kjærulff, U., 1995, In : International Journal of Human-Computer Studies. 42, p. 647-666

Research output: Contribution to journalJournal articleResearchpeer-review

dHugin: A Computational System for Dynamic Time-Sliced Bayesian Networks

Kjærulff, U., 1995, In : International Journal of Forecasting. 11, p. 89-111

Research output: Contribution to journalJournal articleResearchpeer-review

82 Citations (Scopus)

Optimal Decomposition of Probabilistic Networks by Simulated Annealing

Kjærulff, U., 1992, In : Statistics and Computing. 2, p. 7-17

Research output: Contribution to journalJournal articleResearchpeer-review

65 Citations (Scopus)

Sensitivity analysis in Gaussian Bayesian networks using a symbolic-numerical technique

Castillo, E. & Kjærulff, U. B., 2003, In : Reliability Engineering and System Safety. 79, 2, p. 139-148

Research output: Contribution to journalJournal articleResearchpeer-review

25 Citations (Scopus)

The Hugin Tool for Probabilistic Graphical Models

Madsen, A. L., Jensen, F., Kjærulff, U. B. & Lang, M., 2005, In : International Journal on Artificial Intelligence Tools. 14, 3, p. 507-543

Research output: Contribution to journalJournal articleResearchpeer-review

75 Citations (Scopus)

The SACSO Methodology for Troubleshooting Complex Systems

Jensen, F. V., Kjærulff, U. B., Kristiansen, B., Langseth, H., Skaanning, C., Vomlelovä, M. & Vomlel, J., 2001, In : Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 15, 4, p. 321-333

Research output: Contribution to journalJournal articleResearchpeer-review

50 Citations (Scopus)
Ph.D. thesis

Aspects of Efficiency Improvement in Bayesian Networks

Kjærulff, U. B., 1993, Aalborg University. 205 p.

Research output: Book/ReportPh.D. thesis

Report

Approximation of Bayesian networks through edge removals

Kjærulff, U. B., 1993, Aalborg University. 57 p.

Research output: Book/ReportReport

Triangulation of Graphs - Algorithms Giving Small Total State Space

Kjærulff, U. B., 1990, Aalborg University. 44 p.

Research output: Book/ReportReport