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Finn Verner Jensen

Dr. techn., Cand. Scient

1987 …2016
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Research Output 1987 2016

2002

Real-time hypothesis driven feature extraction on parallel processing architectures

Granmo, O-C. & Jensen, F. V., 2002, Proceedings of The 2002 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'02).

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

Feature extraction
Bayesian networks
Processing
Function evaluation

Unconstrained influence diagrams

Jensen, F. V. & Vomlelova, M., 2002, Uncertainty in artificial intelligence : proceedings of the Eighteenth Conference (2002), August 1-4, 2002, University of Alberta, Edmonton. Darwiche, A. & Friedman, N. (eds.). Morgan Kaufmann, p. 234-241

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

2001

Bayesian Graphical Models

Jensen, F. V., 2001, Encyclopedia of Environmetrics. Sussex, UK: Wiley

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

Bayesian Networks and Decision Graphs

Jensen, F. V., 2001, New York: IEEE Computer Society Press. (Statistics for Engineering and Information Science).

Research output: Book/ReportBookResearch

Cutting Influence Diagrams Down to the Core

Nielsen, T. D. & Jensen, F. V., 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. 159-160

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

Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making

Jensen, F. V., 2001, Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 6th European Conference, ECSQARU 2001 Toulouse, France, September 19 - 21, 2001 : Proceedings: Lecture Notes in Artificial Intelligence , subseries of Lecture Notes in Computer Science. Benferhat, S. : Besnard, P. (eds.) (ed.). 2143 ed. IEEE Computer Society Press, p. 1-15

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

Heuristics for Two Extensions of Basic Troubleshooting

Langseth, H. & Jensen, F. V., 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. 80-89

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

Influence Diagrams

Jensen, F. V., 2001, Encyclopedia of Environmetrics. Sussex, UK: Wiley

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

Probabilistic Networks

Jensen, F. V. & Lauritzen, S. L., 2001, Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning. Kohlas, J. & Moral, S. (eds.). Kluwer Academic Publishers, Vol. 5. p. 289-320

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

Specifications
49 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

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

Well-Defined Decision Scenarios

Nielsen, T. D. & Jensen, F. V., 2001, Aalborg: Aalborg Universitetsforlag. (Research Report : Department of Computer Science, The Faculty of Engineering and Science, Aalborg University; No. R-01-5002).

Research output: Book/ReportBookResearch

2000

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/ReportBookResearch

8 Citations (Scopus)

Practical Issues in Modeling Large Diagnostic Systems with Multiply Sectioned Bayesian Networks

Xiang, Y., Olesen, K. G. & Jensen, F. V., 2000, In : International Journal of Pattern Recognition and Artificial Intelligence. 14, 1, p. 59-71

Research output: Contribution to journalJournal articleResearchpeer-review

29 Citations (Scopus)

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

Probabilistic networks

Jensen, F. V. & Lauritzen, S. L., 2000, Handbook of Defeasible Reasoning and Uncertainty Management Systems. Netherlands: Kluwer Academic Publishers

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

Probabilistic Networks

Jensen, F. V. & Lauritzen, S. L., 2000, Handbook of Defeasable and Uncertainty Management.

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

Probabilistic Networks

Jensen, F. V. & Lauritzen, S. L., 2000, Algoriths for Uncertainty and Defeasible Reasoning. Kohlas, J. : Moral, S. (ed.). Dordrecht: Kluwer Academic Publishers, p. 289-320 (Handbook of Defeasible Reasoning and Uncertainty Management Systems; No. 5).

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

Probabilities of Future Decisions

Nilsson, D. & Jensen, F. V., 2000, Information, Uncertainty and Fusion. Bouchon-Meunier, B. : Yager, R. R. : Zadeh, L. A. (eds.) (ed.). Boston, Mass.: Kluwer Academic Publishers, p. 161-171 (Kluwer international series in engineering and computer science; No. SECS 516).

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

Representing and Solving Asymmetric Bayesian Decision Problems

Nielsen, T. D. & Jensen, F. V., 2000, Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence. Boutilier, C. : Goldszmidt, M. (eds.) (ed.). Morgan Kaufmann, p. 416-425

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

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/ReportBookResearch

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

1999

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

10 Citations (Scopus)

Gradient Descent Training of Bayesian Networks

Jensen, F. V., 1999, Symbolic and Quantitative Approaches to Reasoning and Uncertainty : European Conference : ECSQARU '99, London , UK, July 5-9, 1999 : Proceedings: Lecture Notes in Artificial Intelligence , subseries of Lecture Notes in Computer Science. Hunter,A. : Parsons, S. (eds.) (ed.). 1638 ed. IEEE Computer Society Press, p. 190-200

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

Inference in Multiply Sectioned Bayesian Networks with Extended Shafer-Shenoy and Lazy Propagation

Xiang, Y. & Jensen, F. V., 1999, Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence. Laskey, K. B. : Prade, H. (eds.) (ed.). Morgan Kaufmann

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

Lazy Evaluation of Symmetric Bayesian Decision Problems

Madsen, A. L. & Jensen, F. V., 1999, Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence. Laskey, K. B. : Prade, H. (eds.) (ed.). Morgan Kaufmann

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

152 Citations (Scopus)

Lazy Propagation: A Junction Tree Inference Algorithm based on Lazy Evaluation

Madsen, A. L. & Jensen, F. V., 1999, In : Artificial Intelligence. 113, p. 203-245

Research output: Contribution to journalJournal articleResearchpeer-review

Lightning Strike Sensors for Power Producing Wind Turbines

Sørensen, T., Johansen, P., Raben, N., Nielsen, H. O., Olsen, M. L., Brask, M. H., Jensen, F. V., Sørensen, J. T. & Olsen, K., 1999, CIRED'99 : 15th International Conference & Exhibition on Electricity Distribution, AIM, Liege, Belgium, June, 1999.

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

Parallelization of Inference in Bayesian Networks

Madsen, A. L. & Jensen, F. V., 1999, Aalborg : Aalborg University: Department of Computer Science, Aalborg University. (R : Department of Computer Science, Aalborg University; No. R99-5002).

Research output: Book/ReportBookResearch

Representing and Solving Asymmetric Bayesian Decision Problems

Nielsen, T. D. & Jensen, F. V., 1999, Aalborg : Aalborg University: Department of Computer Science, Aalborg University. (R : Department of Computer Science, Aalborg University; No. R99-5010).

Research output: Book/ReportBookResearch

Some Practical Issues in Modeling Diagnostic Systems with Multiply Sectioned Bayesian Networks

Xiang, Y., Olesen, K. G. & Jensen, F. V., 1999, Proceedings of the Twelfth International Florida AI Research Society Conference. Kumar, A. N. & Russell, I. (eds.). AAAI Press

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

Well-Defined Decision Scenarios

Nielsen, T. D. & Jensen, F. V., 1999, Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence. Laskey, K. B. : Prade, H. (eds.) (ed.). Morgan Kaufmann, p. 502-511

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

1998

Lazy Propagation in Junction Trees

Madsen, A. L. & Jensen, F. V., 1998, Aalborg: Aalborg Universitetsforlag. (R : Institut for Elektroniske Systemer, Aalborg Universitet; No. R98-5001).

Research output: Book/ReportBookResearch

Lazy Propagation in Junction Trees

Madsen, A. L. & Jensen, F. V., 1998, Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence. Cooper, Gregory F. : Moral, Serafin (eds.) (ed.). Kaufmann, p. 362-369

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

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

ProbSy - A System for the Calculation of Probabilities in the Card Game Bridge

Madsen, A. L., Nielsen, L. M. & Jensen, F. V., 1998, Proceedings of the 11th International Florida Artificial Intelligence Research Symposium Conference. Cook, Diane J. (ed.) (ed.). AAAI Press, p. 435-439

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

1997

Bayesian Networks and Influence Diagrams

Jensen, F. V., 1997, Proceedings of The 1st European Conference for Information Technology in Agriculture, June 15-18, 1997, The Royal Veterinary and Agricultural University, Copenhagen, Denmark. <Forlag uden navn>, p. 429-440

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

Bayesian Networks and Influence Diagrams for Risk Analysis

Jensen, F. V., 1997, Risk Management Strategies in Agriculture : State of the Art and Future.

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

28 Citations (Scopus)

Local computation with valuations from a commutative semigroup

Lauritzen, S. L. & Jensen, F. V., 1997, In : Annals of Mathematics and Artificial Intelligence. 21, p. 51-69

Research output: Contribution to journalJournal articleResearchpeer-review

Myopic Value of Information for Influence Diagrams

Dittmer, S. L. & Jensen, F. V., 1997, 13th Conference on Uncertainty in Artificial Intelligence. Kaufmann, p. 142-149

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

ProbSy: a System for the Calculation of Probabilities in the Card Game Bridge

Madsen, A. L., Nielsen, L. M. & Jensen, F. V., 1997, Aalborg: Aalborg Universitetsforlag. (R : Institut for Elektroniske Systemer, Aalborg Universitet; No. R97-5010).

Research output: Book/ReportBookResearch

Tools for Explanation in Bayesian Networks with Application to an Agricultural Problem

Dittmer, S. L. & Jensen, F. V., 1997, Proceedings of The 1st European Conference for Information Technology in Agriculture, June 15-18, 1997, The Royal Veterinary and Agricultural University, Copenhagen, Denmark. <Forlag uden navn>, p. 441-446

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

1996

A framework for generic object recognition with Bayesian networks

Jianming, L., Jensen, F. V. & Christensen, H. I., 1996, Proceedings of the First International Symposium of Soft Computing for Pattern Recognition, Reading, 1996, United Kingdom.

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

An Introduction to Bayesian Networks

Jensen, F. V., 1996, London: UCL Press.

Research output: Book/ReportBookResearch

6 Citations (Scopus)

Bayesian Network Basics

Jensen, F. V., 1996, In : A I S B Quarterly. No. 94, p. 9-22

Research output: Contribution to journalJournal articleResearchpeer-review

Local computation with valuations from a commutative semigroup

Lauritzen, S. L. & Jensen, F. V., 1996, Aalborg: Aalborg Universitetsforlag. (Research Report Series; No. R-96-2028).

Research output: Book/ReportReportResearch

MIDAS - An Influence Diagram for Management of Mildew in Winther Wheat

Jensen, A. L. & Jensen, F. V., 1996, Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence. Horvitz, E. : Jensen, F. V. (eds.) (ed.). Academic Press, p. 349-356

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

1995
45 Citations (Scopus)

Cautious Propagation in Bayesian Networks

Jensen, F. V., 1995, Proceedings of Eleventh Conference on Uncertainty in Artificial Intelligence. Besnard, P. : Hanks, S. (eds.) (ed.). Morgan Kaufmann, p. 323-328

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

dr-Hugin: A System for Hypothesis Driven Data Request

Jensen, F. V. & Jianming, L., 1995, Probabilistic Reasoning and Bayesian Belief Networks. Gammerman, A. (ed.) (ed.).

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

11 Citations (Scopus)

Sensitivity Analysis in Bayesian Networks

Jensen, F. V., Aldenryd, S. H. & Jensen, K. B., 1995, Symbolic and Quantitative Approaches to Reasonning and Uncertainty. Froidevauz, C. : Kohlas, J. (eds.) (ed.). Berlin: IEEE Computer Society Press, p. 243-250 (Springer Lecture Notes in Artificial Intelligence; No. 946).

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