Thomas Dyhre Nielsen Teaching Portfolio

Thomas Dyhre Nielsen

Professor with Specific Responsibilities, Department of Computer Science
Professor with Specific Responsibilities, The Technical Faculty of IT and Design
Professor with Specific Responsibilities, Distributed, Embedded and Intelligent Systems
AI for the People
Artificial Intelligence and Machine Learning

https://orcid.org/0000-0002-4823-6341

Phone9940 9854
Emailtdn@cs.aau.dk
Websitehttp://www.cs.aau.dk/~tdn

Selma Lagerløfs Vej 300, 1-2-03
9220 Aalborg Ø
Denmark

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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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6 Active
7 Finished

Data Science meets Microbial Dark Matter
Albertsen, M., Hose, K. & Nielsen, T. D.
Villum Fonden
01/01/2021 → 31/12/2022
Project: Research
Learning Bayesian Networks
Nielsen, J. D., Nielsen, T. D., Zeng, Y., Jensen, F. V. & 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
Decision analysis
Nielsen, T. D., Zeng, Y., Nielsen, S. H. & Jensen, F. V.
<ingen navn>
19/05/2010 → …
Project: Research

Probabilistic Models with Deep Neural Networks
Masegosa, A. R., Cabanas de Paz, R., Langseth, H., Nielsen, T. D. & Salmerón, A., 2021, In: Entropy. 23, 1, p. 1-27 27 p., 117.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
Analyzing concept drift: A case study in the financial sector
Masegosa, A., Martinez, A., Ramos-Lopez, D., Langseth, H., Nielsen, T. D. & Samerón, A., 2020, In: Intelligent Data Analysis. 24, 3, p. 665-688 24 p.
Research output: Contribution to journal › Journal article › Research › peer-review
Automatic Anomaly Detection for Sewage Network Sensors
Tibo, A., Nielsen, T. D., Jaeger, M., Ahm, M. & Rasch, P., 2020.
Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research › peer-review
Relational Fusion Networks: Graph Convolutional Networks for Road Networks
Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 14 Aug 2020, In: IEEE Transactions on Intelligent Transportation Systems. p. 1-12 12 p.
Research output: Contribution to journal › Journal article › Research › peer-review

File
11 Downloads (Pure)
Variational Inference over Nonstationary Data Streams for Exponential Family Models
Masegosa, A. R., Ramos-López, D., Cerdán, A. S., Langseth, H. & Nielsen, T. D., Nov 2020, In: Mathematics. 8, 11, p. 1-27 27 p., 1942.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
1 Citation (Scopus)

2 Downloads (Pure)

Best Paper Award
Skovgaard Jepsen, Tobias (Recipient), Jensen, Christian S. (Recipient), Nielsen, Thomas Dyhre (Recipient) & Torp, Kristian (Recipient), 13 Dec 2018
Prize: Conference prizes

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Samarbejde skal give ”Livets træ”
Mads Albertsen, Katja Hose & Thomas Dyhre Nielsen
27/05/2020
1 item of Media coverage
Press/Media: 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