Projects per year
Personal profile
Keywords
- Computer Science
- Bayesian networks
- decision graphs
- decision support systems
- data mining
- machine learning
- probabilistic graphical models
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- 2 Similar Profiles
Bayesian networks
Engineering & Materials Science
Influence Diagrams
Mathematics
Learning systems
Engineering & Materials Science
Collaborative filtering
Engineering & Materials Science
Bayesian Networks
Mathematics
Conditional Density
Mathematics
Decision problem
Mathematics
Importance sampling
Engineering & Materials Science
Network
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Projects 1997 2016
Analysis tools for Bayesian networks and influence diagram
Nielsen, T. D., Olesen, K. G., Bangsø, O., Jensen, F. V., Kjærulff, U. & Nielsen, S. H.
19/05/2010 → …
Project: Research
Anytime hybrid propagation in Bayesian networks
Kjærulff, U., Zeng, Y., Jensen, F. V. & Nielsen, T. D.
19/05/2010 → …
Project: Research
Relational and object oriented Bayesian networks
Jaeger, M., Nielsen, T. D. & Bangsø, O.
19/05/2010 → …
Project: Research
Extending the scope of graphical models
Jensen, F. V., Søndberg-Jeppesen, N., Nielsen, T. D. & Nielsen, S. H.
19/05/2010 → …
Project: Research
Decision analysis
Nielsen, T. D., Zeng, Y., Nielsen, S. H. & Jensen, F. V.
19/05/2010 → …
Project: Research
Decision analysis
Analysts
Modeling
Research Output 1999 2019
1
Citation
(Scopus)
AMIDST: A Java toolbox for scalable probabilistic machine learning
Masegosa, A., Martinez, A. M., Ramos-López, D., Cabanas de Paz, R., Salmerón, A., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 Jan 2019, In : Knowledge-Based Systems. 163, p. 595-597 3 p.Research output: Contribution to journal › Journal article › Research › peer-review
Learning systems
Message passing
Probability distributions
Java
Machine learning
Graph Convolutional Networks for Road Networks
Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 5 Nov 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). Association for Computing Machinery, p. 460-463 4 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access
File
Learning systems
Fusion reactions
Neural networks
1
Citation
(Scopus)
Prescriptive Analytics: A Survey of Emerging Trends And Technologies
Frazzetto, D., Nielsen, T. D., Pedersen, T. B. & Siksnys, L., 1 Aug 2019, In : V L D B Journal. 28, 4, p. 575-595 21 p.Research output: Contribution to journal › Journal article › Research › peer-review
Industry
Decision making
Predictive analytics
4
Citations
(Scopus)
Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices
Frazzetto, D., Neupane, B., Pedersen, T. B. & Nielsen, T. D., 12 Jun 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 1-11 11 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Quality of service
Scheduling
Energy utilization
Uncertainty
2
Citations
(Scopus)
142
Downloads
(Pure)
A Review of Inference Algorithms for Hybrid Bayesian Networks
Salmerón, A., Rumí, R., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 Aug 2018, In : Journal of Artificial Intelligence Research. 62, p. 799-828 30 p.Research output: Contribution to journal › Review article › Research › peer-review
Open Access
File
Bayesian networks
Costs
Prizes
Best Paper Award
Tobias Skovgaard Jepsen (Recipient), Christian Søndergaard Jensen (Recipient), Thomas Dyhre Nielsen (Recipient) & Kristian Torp (Recipient), 13 Dec 2018
Prize: Conference prizes
File
Press / Media
Data i stride strømme advarer i biler, banker og olieboringer
15/04/2014
3 items of Media coverage
Press/Media: Press / Media