Foto af Thomas Dyhre Nielsen
  • Selma Lagerløfs Vej 300, 1-2-34

    9220 Aalborg Ø

    Danmark

  • Selma Lagerlöfs Vej 300, Cassiopeia

    9220 Aalborg

    Danmark

19972019
Hvis du har foretaget ændringer i Pure, vil de snart blive vist her.

Publikationer 1999 2019

2009
57 Citationer (Scopus)
1000 Downloads (Pure)

Inference in hybrid Bayesian networks

Lanseth, H., Nielsen, T. D., Rumí, R. & Salmerón, A., 2009, I : Reliability Engineering & System Safety. 94, 10, s. 1499–1509

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Bayesian networks
Large scale systems
Engines
7 Citationer (Scopus)
407 Downloads (Pure)

Latent Classification Models for Binary Data

Langseth, H. & Nielsen, T. D., 2009, I : Pattern Recognition. 42, 11, s. 2724-2736

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Classifiers
Bayesian networks
13 Citationer (Scopus)
239 Downloads (Pure)

Maximum Likelihood Learning of Conditional MTE Distributions

Langseth, H., Nielsen, T. D., Rumí, R. & Salmerón, A., 2009, I : Lecture Notes in Computer Science. 5590, s. 240-251

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

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Truncated Distributions
Exponential distribution
Maximum likelihood
Maximum Likelihood
Conditional Density
2008
26 Citationer (Scopus)
203 Downloads (Pure)

Adapting Bayes Network Structures to Non-stationary Domains

Nielsen, S. H. & Nielsen, T. D., 2008, I : International Journal of Approximate Reasoning. 49, 2, s. 379-397

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Bayesian networks
Bayes
Network Structure
Bayesian Networks
Sampling
5 Citationer (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. (red.). s. 177-184 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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3 Citationer (Scopus)
85 Downloads (Pure)

Parameter estimation in mixtures of truncated exponentials

Langseth, H., Nielsen, T. D., Rumí, R. & Salmerón, A., 2008, Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. Jaeger, M. & Nielsen, T. D. (red.). s. 169-176 8 s.

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2 Citationer (Scopus)
149 Downloads (Pure)

Robust classification using mixtures of dependency networks

Gámez, J. A., Mateo, J. L., Nielsen, T. D. & Puerta, J. M., 2008, Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. s. 129-136 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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Bayesian networks
2007
188 Downloads (Pure)

Adapting Bayes Network Structures to Non-stationary Domains: Technical report

Nielsen, S. H. & Nielsen, T. D., 2007, Aalborg: Aalborg Universitetsforlag. 45 s.

Publikation: Bog/antologi/afhandling/rapportRapportForskning

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Bayesian Networks and Decision Diagrams

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

Publikation: Bog/antologi/afhandling/rapportBogForskning

3 Citationer (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. (red.). Springer, Bind 213. s. 275-294 (Studies in Fuzziness and Soft Computing, Bind 213).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskning

Fil
4 Citationer (Scopus)
254 Downloads (Pure)

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

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Online systems
Fault
Fault detection
Fault Detection
Methodology
2006

A COTS Framework for Sensor Fusion Using Dynamic Bayesian Networks in Livestock Production

Hansen, J. A., Nielsen, T. D. & Schiøler, H., 2006, Computer Applications in Industry and Engineering (CAINE-2006), 19th Int'l. Conference. Philip, T. (red.). Denmark., s. 41-48 7 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

6 Citationer (Scopus)

Adapting Bayes Network Structures to Non-stationary Domains

Nielsen, S. H. & Nielsen, T. D., 2006, Proceedings of the Third European Workshop on Probabilistic Graphical Models. s. 223-230 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Bayesian networks
Sampling
49 Citationer (Scopus)
662 Downloads (Pure)

Classification using Hierarchical Naive Bayes models

Langseth, H. & Dyhre Nielsen, T., 2006, I : Machine Learning. 63, 2, s. 135-159

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Classifiers
Learning systems
17 Citationer (Scopus)
756 Downloads (Pure)

Dynamic decision making without expected utility: an operational approach

Nielsen, T. D. & Jaffray, J-Y., 2006, I : European Journal of Operational Research. 169, 1, s. 226-246

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Fil
Expected Utility
Decision trees
Utility Theory
Decision making
Decision Making

Monitoring Indoor Temperature and Humidity for Pig Stables

Hansen, J. A., Nielsen, T. D. & Schiøler, H., 2006.

Publikation: Konferencebidrag uden forlag/tidsskriftPosterForskning

Sensor Fusion using Dynamic Bayesian Networks in Livestock Production Buildings

Hansen, J. A., Nielsen, T. D. & Schiøler, H., 2006, Int. Conf. on Computational Intelligence for Modelling Control and Automation, CIMCA'06. Mohammadian, M. (red.). IEEE Computer Society Press, 7 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

17 Citationer (Scopus)
203 Downloads (Pure)

Sequential influence diagrams: a unified asymmetry framework

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

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Influence Diagrams
Asymmetry
Framework
2005
5 Citationer (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, s. 76-87 (Lecture Notes in Computer Science; Nr. 3571).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
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Fault detection
Power plants
Coal
Oils

International Journal of Approximate Reasoning: Selected papers from ECSQARU 2003

Nielsen, T. D. (red.) & Zhang, N. L. (red.), 2005, 3 udg.

Publikation: Bog/antologi/afhandling/rapportAntologiForskning

13 Citationer (Scopus)

Latent classification models

Langseth, H. & Nielsen, T. D., 2005, I : Machine Learning. 59, 3, s. 237-265

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Classifiers
2004

Advances in Decision Graphs

Nielsen, T. D. & Jensen, F. V., 2004, Advances in Bayesian Networks. Gaméz, J.A : Moral, S. : Salmerón, A. (eds.) (red.). London: IEEE Computer Society Press, s. 137-159 (Studies in Fuzziness and Soft Computing; Nr. 146).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskning

31 Citationer (Scopus)

Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains

Langseth, H. & Nielsen, T. D., 2004, I : Journal of Machine Learning Research. 4, 3, s. 339-368

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

23 Citationer (Scopus)

Latent variable discovery in classification models

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

23 Citationer (Scopus)

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

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer 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. (red.). s. 153-160 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
Fil
Influence Diagrams
Currency
Decision problem
Optimal Strategy
Inaccurate
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.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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2003

Proceedings of the Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ESCQARU)

Nielsen, T. D. . . & Zhang, N. . ., 2003, Berlin-Heidelberg: IEEE Computer Society Press. (Lecture Notes In Artificial Intelligence; Nr. 2711).

Publikation: Bog/antologi/afhandling/rapportBogForskning

Representing and Solving Asymmetric Decision Problems

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

20 Citationer (Scopus)

Sensitivity analysis for influence diagrams

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

20 Citationer (Scopus)

Sensitivity analysis in influence diagrams

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2002

Classification using Hierarchical Naive Bayes models

Langseth, H. & Nielsen, T. D., 2002, Aalborg: Aalborg Universitetsforlag. (Technical Report / Department of Computer Science; Nr. TR-02-004).

Publikation: Bog/antologi/afhandling/rapportBogForskning

3 Citationer (Scopus)

Decomposition of influence diagrams

Nielsen, T. D., 2002, I : Journal of Applied Non-Classical Logics. 12, 2, s. 135-150

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2001

An Operational Approach to Rational Decision making based on Rank Dependent Utility

Nielsen, T. D. & Jaffray, J-Y., 2001, Aalborg: Aalborg Universitetsforlag. (Research Report : Department of Computer Science, The Faculty of Engineering and Science, Aalborg University; Nr. R-01-5001).

Publikation: Bog/antologi/afhandling/rapportBogForskning

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.) (red.). Vol. 66 udg. IOS Press, s. 159-160

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

6 Citationer (Scopus)

Decomposition of Influence Diagrams

Nielsen, T. D., 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.) (red.). 2143 udg. IEEE Computer Society Press, s. 144-155

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Graphical Models for Partially Sequential Decision problems

Nielsen, T. D., 2001, Aalborg: Department of Computer Science, Aalborg University. (Publication : Department of Computer Science, The Faculty of Engineering and Science, Aalborg University; Nr. 18).

Publikation: Bog/antologi/afhandling/rapportPh.d.-afhandlingForskning

Structural Learning in Object Oriented Domains

Bangsø, O., Langseth, H. & Nielsen, T. D., 2001, Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS), Key West. s. 340-344

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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; Nr. R-01-5002).

Publikation: Bog/antologi/afhandling/rapportBogForskning

2000

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.) (red.). Morgan Kaufmann, s. 416-425

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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.) (red.). Morgan Kaufmann, s. 426-435

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

1999

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; Nr. R99-5010).

Publikation: Bog/antologi/afhandling/rapportBogForskning

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.) (red.). Morgan Kaufmann, s. 502-511

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review