Photo of Finn Verner Jensen

Finn Verner Jensen

Dr. techn., Cand. Scient

1987 …2016
If you made any changes in Pure these will be visible here soon.

Research Output 1987 2016

2016
1 Citation (Scopus)
207 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
15 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
2014

Bayesian Networks in Reliability

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

Research output: Contribution to journalJournal articleResearch

2013
4 Citations (Scopus)
165 Downloads (Pure)

Opponent modeling in a PGM framework

Sønderberg-Madsen, N., Jensen, F. V. & Zeng, Y., 6 May 2013. 2 p.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

Open Access
File
3 Citations (Scopus)
431 Downloads (Pure)

Probabilistic decision graphs for optimization under uncertainty

Jensen, F. V. & Nielsen, T. D., Apr 2013, In : Annals of Operations Research. 204, 1, p. 223-248

Research output: Contribution to journalJournal articleResearchpeer-review

File
Uncertainty
Graph
Influence diagrams
Modeling
Language
2012
2 Citations (Scopus)

Information enhancement: A tool for approximate representation of optimal strategies from influence diagrams

Jensen, F. V. & Gatti, E., Dec 2012, In : International Journal of Approximate Reasoning. 53, 9, p. 1388–1396 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Om høringsprocesserne på Aalborg Universitet

Jensen, F. V., Brodersen, L. & Andersen, L. V., 2012, In : UGlen. 3, p. 23 1 p.

Research output: Contribution to journalJournal articleCommunication

2011
273 Downloads (Pure)

Mobningens hæslige ansigt

Brodersen, L., Pedersen, B. T., Jensen, F. V., Andersen, L. & Tollestrup, C., 2011, In : UGlen. 3, p. 16-18

Research output: Contribution to journalJournal articleCommunication

Open Access
File
10 Citations (Scopus)
559 Downloads (Pure)

Probabilistic decision graphs for optimization under uncertainty

Jensen, F. V. & Nielsen, T. D., 2011, In : 4OR. 9, 1, p. 1-28 28 p.

Research output: Contribution to journalJournal articleResearchpeer-review

File
Influence Diagrams
Decision problem
Uncertainty
Optimization
Graph in graph theory
3 Citations (Scopus)

When to Test? Troubleshooting with Postponed System Test

Ottosen, T. J. & Jensen, F. V., 2011, In : Expert Systems with Applications. 38, 10, p. 12142-12150 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2010
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

Information enhancement for approximate representation of optimal strategies from influence diagrams

Jensen, F. V. & Gatti, E., 2010, Proceedings of the Fifth European Workshop on Probabilstic Graphical Models (PGM-2010. Myllymäki, P., Roos, T. & Jaakola, T. (eds.). Helsinki: HIIT Publications, 8 p.

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

6 Citations (Scopus)

The Cost of Troubleshooting Cost Clusters with Inside Information

Ottosen, T. J. & Jensen, F. V., 2010, Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010). Association for Uncertainty in Artificial Intelligence

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

Costs
215 Downloads (Pure)
File
2009
9 Citations (Scopus)
373 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
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

2008

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

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
5 Citations (Scopus)
333 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
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
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

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

2007

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 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

3 Citations (Scopus)
216 Downloads (Pure)

Multi-currency Influence Diagrams

Nielsen, S. H., Nielsen, T. D. & Jensen, F. V., 2007, Advances in Probabilistic Graphical Models. Lucas, P., Gamez, J. & Salmeron, A. (eds.). Springer, Vol. 213. p. 275-294 (Studies in Fuzziness and Soft Computing, Vol. 213).

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

File
4 Citations (Scopus)
254 Downloads (Pure)

On-line Alert Systems for Production Plants: A Conflict Based Approach

Nielsen, T. D. & Jensen, F. V., 2007, In : International Journal of Approximate Reasoning. 45, 2, p. 255-270

Research output: Contribution to journalJournal articleResearchpeer-review

File
Online systems
Fault
Fault detection
Fault Detection
Methodology
112 Citations (Scopus)

Public participation modelling using Bayesian networks in management of groundwater contamination

Henriksen, H. J., Rasmussen, P., Brandt, G., Bulow, D. & Jensen, F. V., 2007, In : Environmental Modelling & Software. 22, 8, p. 1101-1113

Research output: Contribution to journalJournal articleResearchpeer-review

2006
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

22 Citations (Scopus)

Inference in multiply sectioned Bayesian networks: Methods and performance comparison

Xiang, Y., Jensen, F. V. & Chen, X., 6 Jun 2006, In : IEEE Transactions on Systems Man and Cybernetics - Part B - Cybernetics. 36, 3, p. 546-558 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

17 Citations (Scopus)
203 Downloads (Pure)

Sequential influence diagrams: a unified asymmetry framework

Jensen, F. V., Nielsen, T. D. & Shenoy, P. P., 2006, In : International Journal of Approximate Reasoning. 42, 1-2, p. 101-118

Research output: Contribution to journalJournal articleResearchpeer-review

File
Influence Diagrams
Asymmetry
Framework
2005
5 Citations (Scopus)
476 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
174 Citations (Scopus)

The use of huginr to develop bayesian networks as an aid to integrated water resource planning

Bromley, J., Jackson, N. A., Clymer, O. J., Giacomello, A. M. & Jensen, F. V., 2005, In : Environmental Modelling & Software. 20, 2, p. 231-242 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2004

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

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

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

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

23 Citations (Scopus)

Latent variable discovery in classification models

Zhang, N. L., Nielsen, T. D. & Jensen, F. V., 2004, In : Artificial Intelligence in Medicine. 30, 3, p. 283-299

Research output: Contribution to journalJournal articleResearchpeer-review

23 Citations (Scopus)

Learning a decision maker's utility function from (possibly) inconsistent behavior

Nielsen, T. D. & Jensen, F. V., 2004, In : Artificial Intelligence. 160, 1-2, p. 53-78 25 p.

Research output: Contribution to journalJournal articleResearchpeer-review

decision maker
learning
decision model
Computer science
learning method
207 Downloads (Pure)

Multi-currency Influence Diagrams

Nielsen, S. H., Nielsen, T. D. & Jensen, F. V., 2004, Proceedings of the Second European Workshop on Probabilistic Graphical Models. Lucas, P. (ed.). p. 153-160 8 p.

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

Open Access
File
Influence Diagrams
Currency
Decision problem
Optimal Strategy
Inaccurate
1244 Downloads (Pure)

Non-linear Interactive Storytelling

Bangsø, O., Jensen, O. G., Jensen, F. V., Andersen, P. B. & Kocka, T., 2004.

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

Open Access
File
243 Downloads (Pure)

Parameter Reusing in Learning Latent Class Models

Karciauskas, G., Jensen, F. V. & Kocka, T., 2004, Proceedings of the 8th International Symposium on Artificial Intelligence and Mathematics.

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

Open Access
File
168 Downloads (Pure)

Sequential influence diagrams: a unified asymmetry framework

Jensen, F. V., Nielsen, T. D. & Shenoy, P., 2004, Proceedings of the second European Workshop on Probabilistic Graphical Models.

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

Open Access
File
2003
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

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

Plug & Play object oriented Bayesian networks

Bangsø, O., Flores, J. & Jensen, F. V., 2003, Proceedings of the Tenth Conference of the Spanish Association for Artificial Intelligence. Springer, p. 457-467 11 p.

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

Representing and Solving Asymmetric Decision Problems

Nielsen, T. D. & Jensen, F. V., 2003, In : International Journal of Information Technology and Decision Making. 2, 2, p. 217-263

Research output: Contribution to journalJournal articleResearchpeer-review

20 Citations (Scopus)

Sensitivity analysis for influence diagrams

Nielsen, T. D. & Jensen, F. V., 2003, In : IEEE Transactions of Cybernetics, Man and Machines. 33, 2, p. 223-234

Research output: Contribution to journalJournal articleResearchpeer-review

20 Citations (Scopus)

Sensitivity analysis in influence diagrams

Nielsen, T. D. & Jensen, F. V., 2003, In : IEEE Transactions on Systems Man and Cybernetics - Part A - Systems and Humans. 33, 2, p. 223-234

Research output: Contribution to journalJournal articleResearchpeer-review

2002

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