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

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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

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.

<ingen navn>

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 journalJournal articleResearchpeer-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 journalJournal articleResearchpeer-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 proceedingArticle in proceedingResearchpeer-review

Quality of service
Scheduling
Energy utilization
Uncertainty
70 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

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

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