Thomas Dyhre Nielsen

Research output

Research output per year 1999 2001 2004 2006 2009 2010 2012 2014 2015 2016 2017 2021 2022 2023 2024

• 46 Journal article
• 45 Article in proceeding
• 6 Book
• 4 Book chapter
• 21 More
  • 3 Paper without publisher/journal
  • 3 Review article
  • 2 Conference abstract for conference
  • 2 Poster
  • 2 Conference article in Journal
  • 2 Preprint
  • 1 Anthology
  • 1 Report
  • 1 Conference abstract in proceeding
  • 1 Encyclopedia chapter
  • 1 Editorial
  • 1 PhD thesis
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2012

  Inference in hybrid Bayesian networks with Mixtures of Truncated Basis Functions

  Langseth, H., Nielsen, T. D., Rumí, R. & Salmerón, A., 2012, Proceedings of the Sixth European Workshop on Probabilistic Graphical Models. Cano, A., Gómez-Olmedo, M. & Nielsen, T. D. (eds.). DECSAI, University of Granada, p. 171-178 8 p.

  Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  File

  • Bayesian Network 100%
  • Bayesian Networks 100%
  • Algorithm 33%
  • Probability Theory 33%
  • Product Sum 33%
  13 Citations (Scopus)

  237 Downloads (Pure)

• Learning Mixtures of Truncated Basis Functions from Data

  Langseth, H., Nielsen, T. D. & Salmerón, A., 2012, Proceedings of the Sixth European Workshop on Probabilistic Graphical Models. Cano, A., Gómez-Olmedo, M. & Nielsen, T. D. (eds.). DECSAI, University of Granada, p. 163-170 8 p.

  Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  File

  • Bayesian Network 100%
  • Log Likelihood 50%
  • Function Representation 50%
  • Maximum Likelihood Estimator 50%
  • Kernel Density Estimator 50%
  9 Citations (Scopus)

  212 Downloads (Pure)
• 2007

  Multi-currency Influence Diagrams

  Nielsen, S. H., Nielsen, T. D. & Jensen, F. V., 2007, Advances in Probabilistic Graphical Models. Lucas, P., Gamez, J. & Salmeron, A. (eds.). Springer, Vol. 213. p. 275-294 (Studies in Fuzziness and Soft Computing, Vol. 213).

  Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research

  File

  • Optimal Strategy 100%
  • Approximates 100%
  • Algorithm 100%
  • Characterization 100%
  • Decision Problem 66%
  3 Citations (Scopus)

  502 Downloads (Pure)
• 2004

  Advances in Decision Graphs

  Nielsen, T. D. & Jensen, F. V., 2004, Advances in Bayesian Networks. Gaméz, J.A : Moral, S. : Salmerón, A. (eds.) (ed.). London: IEEE Computer Society Press, p. 137-159 (Studies in Fuzziness and Soft Computing; No. 146).

  Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research