Photo of Thomas Dyhre Nielsen
  • Selma Lagerløfs Vej 300, 1-2-34

    9220 Aalborg Ø

    Denmark

  • Selma Lagerlöfs Vej 300, Cassiopeia

    9220 Aalborg

    Denmark

19972019
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Personal profile

Keywords

  • Computer Science
  • Bayesian networks
  • decision graphs
  • decision support systems
  • data mining
  • machine learning
  • probabilistic graphical models

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 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

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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

Anytime hybrid propagation in Bayesian networks

Kjærulff, U. B., Zeng, Y., Jensen, F. V. & Nielsen, T. D.

19/05/2010 → …

Project: Research

Learning Bayesian Networks

Nielsen, J. D., Nielsen, T. D., Zeng, Y., Jensen, F. V. & Nielsen, S. H.

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. B. & Nielsen, S. H.

19/05/2010 → …

Project: Research

Research Output 1999 2019

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 journalJournal articleResearchpeer-review

Learning systems
Message passing
Probability distributions
Java
Machine learning
1 Citation (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 proceedingArticle in proceedingResearchpeer-review

Quality of service
Scheduling
Energy utilization
Uncertainty
25 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 journalReview articleResearchpeer-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 proceedingArticle in proceedingResearchpeer-review

Learning systems
Availability
1 Citation (Scopus)

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

Ramos-López, D., Masegosa, A., Salmerón, A., Rumí, R., Langseth, H., Nielsen, T. D. & Madsen, A. L., 1 Sep 2018, In : International Journal of Approximate Reasoning. 100, p. 115-134 20 p., 100.

Research output: Contribution to journalJournal articleResearchpeer-review

Importance sampling
Gaussian Mixture
Importance Sampling
Bayesian networks
Bayesian Networks

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

Press / Media

Dataanalyse understøtter beslutninger

Thomas Dyhre Nielsen

09/05/2014

1 item of media coverage

Press/Media: Press / Media

Data i stride strømme advarer i biler, banker og olieboringer

Thomas Dyhre Nielsen

15/04/2014

3 items of media coverage

Press/Media: Press / Media

Mere forstand end held

Thomas Dyhre Nielsen

29/05/2011

3 items of media coverage

Press/Media: Press / Media