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Finn Verner Jensen

Dr. techn., Cand. Scient

1987 …2016
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Research Output 1987 2016

A* Wars: The Fight for Improving A* Search for Troubleshooting with Dependent Actions

Ottosen, T. J. & Jensen, F. V., 2008, Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. Jaeger, M. & Nielsen, T. D. (eds.). p. 233-240 8 p.

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

3 Citations (Scopus)

A Bayesian Network Framework for the Construction of Virtual Agents with Human-like Behaviour

Bangsø, O., Sønderberg-Madsen, N. & Jensen, F. V., 2006, Proceedings of the Third European Workshop on Probabilistic Graphical Models. Studený, M. & Vomlel, J. (eds.). <Forlag uden navn>, p. 35-42 8 p.

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

9 Citations (Scopus)
392 Downloads (Pure)

A comparison of two approaches for solving unconstrained influence diagrams

Ahlmann-Ohlsen, K. S., Jensen, F. V., Nielsen, T. D., Pedersen, O. & Vomlelová, M., 2009, In : International Journal of Approximate Reasoning. 50, 1, p. 153-173

Research output: Contribution to journalJournal articleResearchpeer-review

File
Influence Diagrams
Decision trees
Specifications
Decision problem
Partial ordering

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

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

Acting under interference by other agents with unknown goals

Sønderberg-Madsen, N. & Jensen, F. V., 2008, In : Frontiers in Artificial Intelligence and Applications. 173, p. 157-164 8 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Experiments

Advances in Decision Graphs

Nielsen, T. D. & Jensen, F. V., 2004, Advances in Bayesian Networks. Gaméz, J.A : Moral, S. : Salmerón, A. (eds.) (ed.). London: IEEE Computer Society Press, p. 137-159 (Studies in Fuzziness and Soft Computing; No. 146).

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

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

5 Citations (Scopus)
488 Downloads (Pure)

Alert Systems for production Plants: A Methodology Based on Conflict Analysis

Nielsen, T. D. & Jensen, F. V., 2005, Proceedings of the Eighth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. IEEE Computer Society Press, p. 76-87 (Lecture Notes in Computer Science; No. 3571).

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

Open Access
File
Fault detection
Power plants
Coal
Oils
74 Citations (Scopus)

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

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

An algebra of Bayesian belief universes for knowledge based systems

Jensen, F. V., Olesen, K. G. & Andersen, S. K., 1988, Aalborg: Institute of Electronic Systems, Aalborg University. (Aalborg Universitetscenter. Institut for Elektroniske Systemer - Rapport; No. 88-25).

Research output: Book/ReportReportResearch

105 Citations (Scopus)

An algebra of Bayesian belief universes for knowledge-based systems

Jensen, F. V., Olesen, K. G. & Andersen, S. K., 1990, In : Networks (New York). 20, 5, p. 637-659

Research output: Contribution to journalJournal articleResearchpeer-review

5 Citations (Scopus)
336 Downloads (Pure)

An anytime algorithm for evaluating unconstrained influence diagrams

Luque, M., Nielsen, T. D. & Jensen, F. V., 2008, Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. Jaeger, M. & Nielsen, T. D. (eds.). p. 177-184 8 p.

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

Open Access
File

An extension of lazy evaluation for influence diagrams avoiding redundant variables in the potentials

Vomlelova, M. & Jensen, F. V., 2002, Proceedings of the First European Workshop on Probabilistic Graphical Models, Cuenca, Spain. p. 186-193

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

3 Citations (Scopus)

An extension of lazy evaluation for influence diagrams avoiding redundant variables in the potentials

Vomlelova, M. & Jensen, F. V., 2004, In : International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 12, Supl. 1, p. 1-

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)

An Influence Diagram framework for acting under influence by agents with unknown goals

Sønderberg-Madsen, N. & Jensen, F. V., 2008, Proceedings of the 4th European Workshop on Probabilistic Graphical Models. Jaeger, M. & Nielsen, T. D. (eds.).

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

Bayesian networks
Data storage equipment

An interactive neuroanatomy guide for clinical electromyography

Albæk, S., Andreassen, S., Falck, B., Jensen, F. V., Rosenfalck, A., Sørensen, A. R. & Woldbye, M., 1988, Proceedings of the III International Conference on Computerised and Single Fiber EMG, 5-8 June 1988, Cyprus. p. 53

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

An interactive neuroanatomy knowledge base for EMG

Woldbye, M., Sørensen, A. R., Rosenfalck, A., Jensen, F. V., Falck, B. & Andreassen, S., 1989, Computer-Aided Electromyography and Expert Systems. Desmedt, J. E. (ed.). Pergamon Press, p. 279-288

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

An Introduction to Bayesian Networks

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

Research output: Book/ReportBookResearch

1 Citation (Scopus)
228 Downloads (Pure)

Anytime decision making based on unconstrained influence diagrams

Luque, M., Nielsen, T. D. & Jensen, F. V., 2016, In : International Journal of Intelligent Systems. 31, 4, p. 379-398 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

File
Influence Diagrams
Decision making
Decision Making
Optimal Policy
Temporal Constraints
3 Citations (Scopus)

A PGM framework for recursive modeling of players in simple sequential Bayesian games

Søndberg-Jeppesen, N. & Jensen, F. V., Jun 2010, In : International Journal of Approximate Reasoning. 51, 5, p. 587-599

Research output: Contribution to journalJournal articleResearchpeer-review

3 Citations (Scopus)

Approximate representation of optimal strategies from influence diagrams

Jensen, F. V., 2008, Proceedings of the 4th European Workshop on Probabilistic Graphical Models. Jaeger, M. & Nielsen, T. D. (eds.). p. 153-159 7 p.

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

Specifications

Bayesian Graphical Models

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

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

16 Citations (Scopus)

Bayesian Graphical Models

Jensen, F. V. & Nielsen, T. D., 2016, Wiley StatsRef: Statistics Reference Online. Wiley, p. 1-9 (Wiley StatsRef: Statistics Reference Online).

Research output: Contribution to book/anthology/report/conference proceedingEncyclopedia chapterResearchpeer-review

Bayesian networks
Probability distributions
Learning algorithms
Availability
28 Citations (Scopus)

Bayesian methods for interpretation and control in multi-agent vision systems

Jensen, F. V., Christensen, H. I. & Nielsen, J., 1992, Proceedings of SPIE Conference Applications of Artificial Intelligence X : Machine Vision and Robotics, 22-24 April 1992, Orlando, FL, USA. Bowyer, K. (ed.). SPIE - International Society for Optical Engineering, p. 536-548 (SPIE proceedings; No. 1708).

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

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

14 Citations (Scopus)

Bayesian Networks

Jensen, F. V., Dec 2009, Wiley Interdisciplinary Reviews: Computational Statistics. Wiley, Vol. 1/3. p. 307-315

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

Bayesian networks: description of principles and their applications to environmental management

Jensen, F. V., 2004.

Research output: Contribution to conference without publisher/journalPaper without publisher/journalResearch

Bayesian Networks and Decision Diagrams

Jensen, F. V. & Nielsen, T. D., 2007, 2. ed. New York: IEEE Computer Society Press. 463 p. (Information Science and Statistics).

Research output: Book/ReportBookResearch

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

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

Bayesian Networks as a Participatory Modelling Tool for Ground Water Protection

Henriksen, H. J., Rasmussen, P., Brandt, G., von Bülow, D. & Jensen, F. V., 2007, Topics on System Analysis and Integrated Water Resource Management. Castelletti, A. & Sessa, R. S. (eds.). Great Britain: Pergamon Press, 27 p.

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

Bayesian Networks in Reliability

Langseth, H. & Jensen, F. V., 2007, Encyclopedia of Statistics in Quality and Reliability. Ruggeri, F., Kenett, R. S. & Faltin, F. W. (eds.). USA: Wiley, 7 p.

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

Bayesian Networks in Reliability

Langseth, H. & Jensen, F. V., 2014, In : Wiley StatsRef: Statistics Reference Online.

Research output: Contribution to journalJournal articleResearch

Bayesian updating in causal probabilistic networks by local computations

Jensen, F. V., Lauritzen, S. L. & Olesen, K. G., 1990, In : Computational Statistics Quarterly. 4, p. 269-282

Research output: Contribution to journalJournal articleResearchpeer-review

Better Safe than Sorry: Optimal Troubleshooting through A* Search with Efficiency-based Pruning

Ottosen, T. J. & Jensen, F. V., 2008, Tenth Scandinavian Conference on Artificial Intelligence - SCAI 2008. Holst, A., Kreuger, P. & Funk, P. (eds.). IOS Press, p. 92-97 6 p. (Frontiers in Artificial Intelligence and Applications; No. 173).

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

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

Computer aided decision making in mastitis control: development of a causal probabilistic network

Agger, J. F., Olesen, K. G., Jensen, F. V. & Andersen, S. K., 1990, Proceedings of the 2nd GIL Symposium, 1990, Bonn, Germany.

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

Computer-aided planning of EMG examinations

Woldbye, M., Andreassen, S., Jensen, F. V. & Andersen, S. K., 1987, In : Electroencephalography and Clinical Neurophysiology. 66, 5, p. S113

Research output: Contribution to journalConference abstract in journalResearch

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

23 Citations (Scopus)

Decision theoretic troubleshooting of coherent systems

Langseth, H. & Jensen, F. V., 2003, In : Reliability Engineering & System Safety. 80, 1, p. 49-61

Research output: Contribution to journalJournal articleResearchpeer-review

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

Engaging stakeholders in construction and validation of Bayesian belief networks for groundwater protection

Henriksen, H. J., Rasmussen, P., Brandt, G., von Bülow, D. & Jensen, F. V., 2004, IFAC.

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

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

Graphical Models for Belief Updating and Decision Making

Jensen, F. V., 2003, Det Teknisk-Naturvidenskabelige Fakultet: Aalborg Universitet. 287 p.

Research output: Book/ReportDoctoral thesisResearch

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

HUGIN: a shell for building Bayesian belief universes for expert systems

Andersen, S. K., Olesen, K. G., Jensen, F. V. & Jensen, F., 1990, Readings in Uncertain Reasoning. Shafer, G. & Pearl, J. (eds.). San Mateo: Kaufmann, p. 332-337

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