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
Collaborative filtering
Engineering & Materials Science
Learning systems
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
Relational and object oriented Bayesian networks
Jaeger, M., Nielsen, T. D. & Bangsø, O.
19/05/2010 → …
Project: Research
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
Modularization of complex tasks
Olesen, K. G., Bangsø, O., Nielsen, T. D. & Jaeger, M.
19/05/2010 → …
Project: Research
Network components
Bayesian networks
Triangulation
Computer science
Learning Bayesian Networks
Nielsen, J. D., Nielsen, T. D., Zeng, Y., Jensen, F. V. & 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
Prescriptive Analytics: A Survey of Emerging Trends And Technologies
Frazzetto, D., Nielsen, T. D., Pedersen, T. B. & Siksnys, L., 26 May 2019, In : V L D B Journal. 24 p.Research output: Contribution to journal › Journal article › Research › peer-review
2
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
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
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network
Jepsen, T. S., Jensen, C. S., Nielsen, T. D. & Torp, K., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. IEEE, p. 3421-3430 10 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Learning systems
Availability
Prizes
Best Paper Award
Tobias Skovgaard Jepsen (Recipient), Christian S. Jensen (Recipient), Thomas Dyhre Nielsen (Recipient) & Kristian Torp (Recipient), 13 Dec 2018
Prize: Prizes, scholarships, distinctions
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