Thomas Dyhre Nielsen

Publikationer

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  1. 2018
  2. AUB/Library-link
    Udgivet

    Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices. / Frazzetto, Davide; Neupane, Bijay; Pedersen, Torben Bach; Nielsen, Thomas Dyhre.

    ACM SIGCOMM e-Energy Conference 2018. Association for Computing Machinery, 2018.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  3. AUB/Library-link
    Udgivet

    AMIDST: A Java toolbox for scalable probabilistic machine learning. / Masegosa, Andres; Martinez, Ana M.; Ramos-López, Darío; Cabanas de Paz, Rafael; Salmerón, Antonio; Langseth, Helge; Nielsen, Thomas Dyhre; Madsen, Anders Læsø.

    I: Knowledge-Based Systems, 2018.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  4. AUB/Library-link
    Udgivet

    A Review of Inference Algorithms for Hybrid Bayesian Networks. / Salmerón, Antonio; Rumí, Rafael; Langseth, Helge; Nielsen, Thomas Dyhre; Madsen, Anders Læsø.

    I: Journal of Artificial Intelligence Research, Bind 62, 2018, s. 799-828.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  5. AUB/Library-link
    Accepteret/In press

    On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network. / Jepsen, Tobias S.; Jensen, Christian Søndergaard; Nielsen, Thomas Dyhre; Torp, Kristian.

    Proceedings of the 2018 IEEE International Conference on Big Data. 2018.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  6. AUB/Library-link
    Udgivet

    Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks. / Ramos-López, Darío; Masegosa, Andrés; Salmerón, Antonio; Rumí, Rafael; Langseth, Helge; Nielsen, Thomas Dyhre; Madsen, Anders Læsø.

    I: International Journal of Approximate Reasoning, Bind 100, 100, 2018, s. 115-134.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  7. 2017
  8. AUB/Library-link
    Udgivet

    A parallel algorithm for Bayesian network structure learning from large data sets. / Madsen, Anders Læsø; Jensen, Frank; Salmerón, Antonio; Langseth, Helge; Nielsen, Thomas Dyhre.

    I: Knowledge-Based Systems, Bind 117, 2017, s. 46-55.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  9. AUB/Library-link
    Udgivet

    Bayesian models of data streams with Hierarchical Power Priors. / Masegosa, Andrés; Nielsen, Thomas Dyhre; Langseth, Helge; Ramos-López, Darío; Salmerón, Antonio; Madsen, Anders Læsø.

    Proceedings of the 34th International Conference on Machine Learning. Bind 70 2017. s. 2334-2343.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  10. AUB/Library-link
    Udgivet

    Financial Data Analysis with PGMs Using AMIDST. / Cabanas, Rafael; Martinez, Ana M.; Masegosa, Andres R.; Ramos-Lopez, Dario; Sameron, Antonio; Nielsen, Thomas D.; Langseth, Helge; Madsen, Anders L.

    Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE, 2017. s. 1284-1287 7836816.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  11. AUB/Library-link
    Udgivet

    MAP inference in dynamic hybrid Bayesian networks. / Ramos-López, Darío ; Masegosa, Andres; Martinez, Ana M.; Salmerón, Antonio; Nielsen, Thomas Dyhre; Langseth, Helge; Madsen, Anders Læsø.

    I: Progress in Artificial Intelligence, Bind 6, Nr. 2, 2017, s. 133–144.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  12. AUB/Library-link
    Udgivet

    Scaling up Bayesian variational inference using distributed computing clusters. / Masegosa, Andrés R.; Martinez, Ana M.; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio; Ramos-López, Darío ; Madsen, Anders Læsø.

    I: International Journal of Approximate Reasoning, Bind 88, 01.09.2017, s. 435-451.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  13. 2016
  14. AUB/Library-link
    Udgivet

    A Java Toolbox for Analysis of MassIve Data STreams using Probabilistic Graphical Models. / Masegosa, Andres; Martinez, Ana Maria; Ramos-López, Darío ; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio; Cabanas, Rafael; Madsen, Anders Læsø.

    2016. Poster præsenteret ved European Data Forum 2016, Eindhoven, Holland.

    Publikation: Konferencebidrag uden forlag/tidsskrift › Poster › Forskning › peer review

  15. AUB/Library-link
    Udgivet

    Anytime decision making based on unconstrained influence diagrams. / Luque, Manuel; Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    I: International Journal of Intelligent Systems, Bind 31, Nr. 4, 2016, s. 379-398.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  16. AUB/Library-link
    Udgivet

    A scalable pairwise class interaction framework for multidimensional classification. / Arias, Jacinto; Gámez, Jose A.; Nielsen, Thomas Dyhre; Puerta, José M.

    I: International Journal of Approximate Reasoning, Bind 68, 2016, s. 194–210.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  17. AUB/Library-link
    Udgivet

    Bayesian Graphical Models. / Jensen, Finn Verner; Nielsen, Thomas Dyhre.

    Wiley StatsRef: Statistics Reference Online. Wiley, 2016. s. 1-9.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Encyclopædiartikel › Forskning › peer review

  18. AUB/Library-link
    Udgivet

    d-VMP: Distributed Variational Message Passing. / Masegosa, Andres; Martinez, Ana M.; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio; Ramos-López, Darío; Madsen, Anders Læsø.

    JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. 2016. s. 321-332.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  19. AUB/Library-link
    Udgivet

    Learning deterministic probabilistic automata from a model checking perspective. / Mao, Hua; Chen, Yingke; Jaeger, Manfred; Nielsen, Thomas D.; Larsen, Kim G.; Nielsen, Brian.

    I: Machine Learning, Bind 105, Nr. 2, 2016, s. 255-299.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  20. AUB/Library-link
    Udgivet

    Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs. / Salmerón, Antonio; Madsen, Anders Læsø; Jensen, Frank; Langseth, Helge; Nielsen, Thomas Dyhre; Ramos-López, Darío; Martinez, Ana M.; Masegosa, Andres.

    ECAI 2016: 22nd European Conference on Artificial Intelligence. IOS Press, 2016. s. 743-750.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  21. AUB/Library-link
    Udgivet

    Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. / Ramos-López, Darío; Salmerón, Antonio; Rumí, Rafael; Martinez, Ana M.; Nielsen, Thomas Dyhre; Masegosa, Andres; Langseth, Helge; Madsen, Anders Læsø.

    JMLR Workshop and Conference Proceedings: Volume 52: Proceedings of the Eighth International Conference on Probabilistic Graphical Models. 2016. s. 415-425.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  22. 2015
  23. AUB/Library-link
    Udgivet

    AMIDST: Analysis of MassIve Data STreams. / Masegosa, Andres; Martinez, Ana Maria ; Borchani, Hanen; Ramos-López, Darío ; Nielsen, Thomas Dyhre; Langseth, Helge; Salmerón, Antonio; Madsen, Anders Læsø.

    The 27th Benelux Conference on Artificial Intelligence (BNAIC 2015). 2015.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  24. AUB/Library-link
    Udgivet

    Conditional Density Approximations with Mixtures of Polynomials. / Varando, Gherardo; López-Cruz, Pedro L.; Nielsen, Thomas Dyhre; Bielza, Concha; Larrañga, Pedro.

    I: International Journal of Intelligent Systems, Bind 30, Nr. 3, 2015, s. 236-264.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  25. AUB/Library-link
    Udgivet

    Dynamic Bayesian modeling for risk prediction in credit operations. / Borchani, Hanen; Martinez, Ana Maria; Masegosa, Andres; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio; Fernández, Antonio; Madsen, Anders Læsø; Sáez, Ramón.

    The 13th Scandinavian Conference on Artificial Intelligence (SCAI'2015). IOS Press, 2015. s. 17-26.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  26. AUB/Library-link
    Udgivet

    Modeling concept drift : A probabilistic graphical model based approach. / Borchani, Hanen; Martinez, Ana Maria; Masegosa, Andrés R.; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio; Fernández, Antonio; Madsen, Anders Læsø; Sáez, Ramón.

    Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings. red. / Elisa Fromont; Tijl De Bie; Matthijs van Leeuwen. Springer, 2015. s. 72-83.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  27. AUB/Library-link
    Udgivet

    MPE inference in conditional linear gaussian networks. / Salmerón, Antonio; Rumí, Rafael; Langseth, Helge; Madsen, Anders Læsø; Nielsen, Thomas Dyhre.

    Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings. red. / Sébastien Destercke; Thierry Denoeux. Springer, 2015. s. 407-416.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  28. AUB/Library-link
    Udgivet

    Parallel importance sampling in conditional linear Gaussian networks. / Salmerón, Antonio; Ramos-López, Darío ; Borchani, Hanen; Martinez, Ana Maria; Masegosa, Andres R.; Fernández, Antonio; Langseth, Helge; Madsen, Anders Læsø; Nielsen, Thomas Dyhre.

    Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings. red. / José M. Puerta; José A. Gámez; Bernabe Dorronsoro; Edurne Barrenechea; Alicia Troncoso; Bruno Baruque; Mikel Galar. Springer, 2015. s. 36-46.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  29. AUB/Library-link
    Udgivet

    Parallelisation of the PC Algorithm. / Madsen, Anders Læsø; Jensen, Frank; Salmerón, Antonio; Langseth, Helge; Nielsen, Thomas Dyhre.

    Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings. Springer, 2015. s. 14-24.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  30. AUB/Library-link
    Udgivet

    Scalable learning of probabilistic latent models for collaborative filtering. / Langseth, Helge; Nielsen, Thomas Dyhre.

    I: Decision Support Systems, Bind 74, 2015.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  31. 2014
  32. AUB/Library-link
    Udgivet

    A classification-based approach to monitoring the safety of dynamic systems. / Zhong, Shengtong; Langseth, Helge; Nielsen, Thomas Dyhre.

    I: Reliability Engineering & System Safety, Bind 121, 01.2014, s. 61-71.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  33. AUB/Library-link
    Udgivet

    A new method for vertical parallelisation of TAN learning based on balanced incomplete block designs. / Madsen, Anders Læsø; Jensen, Frank; Salmerón, Antonio; Karlsen, Martin; Langseth, Helge; Nielsen, Thomas Dyhre.

    Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Bind 8754 Springer Publishing Company, 2014. s. 302-317.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  34. AUB/Library-link
    Udgivet

    A pairwise class interaction framework for multilabel classification. / Arias, Jacinto; Gámez, José A.; Nielsen, Thomas Dyhre; Puerta, José M.

    Proceedings of the 7th European Workshop on Probabilistic Graphical Models. red. / Linda C. van der Gaag; Ad J. Feelders. Bind 8754 Springer Publishing Company, 2014. s. 17-32.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceabstrakt i proceeding › Forskning › peer review

  35. AUB/Library-link
    Udgivet

    Learning Mixtures of Truncated Basis Functions from Data. / Langseth, Helge; Nielsen, Thomas Dyhre; Pérez-Bernabé, Inmaculada; Salmerón, Antonio.

    I: International Journal of Approximate Reasoning, Bind 55, Nr. 4, 2014, s. 940-966.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  36. AUB/Library-link
    Udgivet

    Requirement Engineering for a Small Project with Pre-Specified Scope. / Nielsen, Thomas Dyhre; Hovda, Sigve; Antontio, Fernandez; Langseth, Helge; Madsen, Anders Læsø; Masegosa, Andres; Salmerón, Antonio.

    NIK: Norsk Informatikkonferanse . 2014.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  37. 2013
  38. AUB/Library-link
    Udgivet

    Learning Mixtures of Polynomials of Conditional Densities from Data. / L. López-Cruz, Pedro; Nielsen, Thomas Dyhre; Bielza, Concha; Larrañga, Pedro.

    Advances in Artificial Intelligence: 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings. red. / Concha Bielza et al. Springer Publishing Company, 2013. s. 363-372.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  39. AUB/Library-link
    Udgivet

    Probabilistic decision graphs for optimization under uncertainty. / Jensen, Finn V.; Nielsen, Thomas Dyhre.

    I: Annals of Operations Research, Bind 204, Nr. 1, 04.2013, s. 223-248.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  40. 2012
  41. AUB/Library-link
    Udgivet

    Active Learning of Markov Decision Processes for System Verification. / Chen, Yingke; Nielsen, Thomas Dyhre.

    International Conference on Machine Learning and Applications (ICMLA). 2012. s. 289-294.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  42. AUB/Library-link
    Udgivet

    A latent model for collaborative filtering. / Langseth, Helge; Nielsen, Thomas Dyhre.

    I: International Journal of Approximate Reasoning, Bind 53, Nr. 4, 06.2012, s. 447–466.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  43. AUB/Library-link
    Udgivet

    Inference in hybrid Bayesian networks with Mixtures of Truncated Basis Functions. / Langseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    Proceedings of the Sixth European Workshop on Probabilistic Graphical Models. red. / Andrés Cano; Manuel Gómez-Olmedo; Thomas Dyhre Nielsen. DECSAI, University of Granada, 2012. s. 171-178.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Bidrag til bog/antologi › Forskning › peer review

  44. AUB/Library-link
    Udgivet

    Learning Markov Decision Processes for Model Checking. / Mao, Hua; Chen, Yingke; Jaeger, Manfred; Nielsen, Thomas Dyhre; Larsen, Kim Guldstrand; Nielsen, Brian.

    I: Electronic Proceedings in Theoretical Computer Science, Bind 103, 2012, s. 49-63.

    Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  45. AUB/Library-link
    Udgivet

    Learning Markov models for stationary system behaviors. / Chen, Yingke; Mao, Hua; Jaeger, Manfred; Nielsen, Thomas Dyhre; Larsen, Kim Guldstrand; Nielsen, Brian.

    NASA Formal Methods: 4th International Symposium, NFM 2012, Norfolk, VA, USA, April 3-5, 2012. Proceedings. red. / Alwyn E. Goodloe; Suzette Person. Springer, 2012. s. 216-230.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  46. AUB/Library-link
    Udgivet

    Learning Mixtures of Truncated Basis Functions from Data. / Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio.

    Proceedings of the Sixth European Workshop on Probabilistic Graphical Models. red. / Andrés Cano; Manuel Gómez-Olmedo; Thomas Dyhre Nielsen. DECSAI, University of Granada, 2012. s. 163-170.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Bidrag til bog/antologi › Forskning › peer review

  47. AUB/Library-link
    Udgivet

    Mixtures of truncated basis functions. / Langseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    I: International Journal of Approximate Reasoning, Bind 53, Nr. 2, 2012, s. 212-227.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  48. 2011
  49. AUB/Library-link
    Udgivet

    Learning Probabilistic Automata for Model Checking. / Mao, Hua; Chen, Yingke; Jaeger, Manfred; Nielsen, Thomas Dyhre; Larsen, Kim Guldstrand; Nielsen, Brian.

    8th International Conference on Quantitative Evaluation of Systems (QEST). IEEE, 2011. s. 111-120.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  50. AUB/Library-link
    Udgivet

    Probabilistic decision graphs for optimization under uncertainty. / Jensen, Finn V.; Nielsen, Thomas Dyhre.

    I: 4OR, Bind 9, Nr. 1, 2011, s. 1-28.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  51. 2010
  52. AUB/Library-link
    Udgivet

    Dynamic Latent Classification Model : Towards a More Expressive Model for Dynamic Classification. / Zhong, Shengtong; Martínez, Ana M.; Nielsen, Thomas Dyhre; Langseth, Helge.

    2010. Paper præsenteret ved The Florida Artificial Intelligence Research Society Conference, Daytona Beach, Florida, USA.

    Publikation: Konferencebidrag uden forlag/tidsskrift › Paper uden forlag/tidsskrift › Forskning › peer review

  53. AUB/Library-link
    Udgivet

    Editorial: Special Issue on PGM-2008. / Jaeger, Manfred; Nielsen, Thomas Dyhre.

    I: International Journal of Approximate Reasoning, Bind 51, Nr. 5, 06.2010, s. 473.

    Publikation: Bidrag til tidsskrift › Leder › Forskning

  54. AUB/Library-link
    Udgivet

    Parameter Estimation and Model Selection for Mixtures of Truncated Exponentials. / Langseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    I: International Journal of Approximate Reasoning, Bind 51, Nr. 5, 06.2010, s. 485-498.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  55. AUB/Library-link
    Udgivet

    Parameter learning in MTE networks using incomplete data. / Fernández, Antonio; Langseth, Helge; Nielsen, Thomas Dyhre; Salmerón, Antonio.

    2010. Paper præsenteret ved The Fifth European Workshop on Probabilistic Graphical Models, Helsinki, Finland.

    Publikation: Konferencebidrag uden forlag/tidsskrift › Paper uden forlag/tidsskrift › Forskning › peer review

  56. AUB/Library-link
    Udgivet

    Towards a more expressive model for dynamic classification. / Zhong, S.; Martínez, A.M.; Nielsen, T.D.; Langseth, H.

    Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. AAAI Press, 2010. s. 563-564.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  57. 2009
  58. AUB/Library-link
    Udgivet

    A comparison of two approaches for solving unconstrained influence diagrams. / Ahlmann-Ohlsen, Kristian S.; Jensen, Finn V.; Nielsen, Thomas Dyhre; Pedersen, Ole; Vomlelová, Marta.

    I: International Journal of Approximate Reasoning, Bind 50, Nr. 1, 2009, s. 153-173.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  59. AUB/Library-link
    Udgivet

    A latent model for collaborative filtering. / Langseth, Helge; Nielsen, Thomas Dyhre.

    Aalborg Universitet : Department of Computer Science, Aalborg University, 2009.

    Publikation: Working paper › Forskning

  60. AUB/Library-link
    Udgivet

    Inference in hybrid Bayesian networks. / Lanseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    I: Reliability Engineering & System Safety, Bind 94, Nr. 10, 2009, s. 1499–1509.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  61. AUB/Library-link
    Udgivet

    Latent Classification Models for Binary Data. / Langseth, Helge; Nielsen, Thomas Dyhre.

    I: Pattern Recognition, Bind 42, Nr. 11, 2009, s. 2724-2736.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  62. AUB/Library-link
    Udgivet

    Maximum Likelihood Learning of Conditional MTE Distributions. / Langseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    I: Lecture Notes in Computer Science, Bind 5590, 2009, s. 240-251.

    Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

  63. 2008
  64. AUB/Library-link
    Udgivet

    Adapting Bayes Network Structures to Non-stationary Domains. / Nielsen, Søren Holbech; Nielsen, Thomas Dyhre.

    I: International Journal of Approximate Reasoning, Bind 49, Nr. 2, 2008, s. 379-397.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  65. AUB/Library-link
    Udgivet

    An anytime algorithm for evaluating unconstrained influence diagrams. / Luque, Manuel; Nielsen, Thomas Dyhre; Jensen, Finn V.

    Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. red. / Manfred Jaeger; Thomas D. Nielsen. 2008. s. 177-184.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  66. AUB/Library-link
    Udgivet

    Parameter estimation in mixtures of truncated exponentials. / Langseth, Helge; Nielsen, Thomas Dyhre; Rumí, Rafael; Salmerón, Antonio.

    Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. red. / Manfred Jaeger; Thomas D. Nielsen. 2008. s. 169-176.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  67. AUB/Library-link
    Udgivet

    Robust classification using mixtures of dependency networks. / Gámez, José A.; Mateo, Juan L.; Nielsen, Thomas Dyhre; Puerta, José M.

    Proceedings of the Fourth European Workshop on Probabilistic Graphical Models. 2008. s. 129-136.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  68. 2007
  69. AUB/Library-link
    Udgivet

    Adapting Bayes Network Structures to Non-stationary Domains : Technical report. / Nielsen, Søren Holbech; Nielsen, Thomas Dyhre.

    Aalborg : Aalborg Universitetsforlag, 2007. 45 s.

    Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

  70. AUB/Library-link
    Udgivet

    Bayesian Networks and Decision Diagrams. / Jensen, Finn V.; Nielsen, Thomas Dyhre.

    2. udg. New York : IEEE Computer Society Press, 2007. 463 s.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  71. AUB/Library-link
    Udgivet

    Multi-currency Influence Diagrams. / Nielsen, Søren Holbech; Nielsen, Thomas Dyhre; Jensen, Finn V.

    Advances in Probabilistic Graphical Models. red. / Peter Lucas; José Gamez; Antonio Salmeron. Bind 213 Springer, 2007. s. 275-294.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Bidrag til bog/antologi › Forskning

  72. AUB/Library-link
    Udgivet

    On-line Alert Systems for Production Plants: A Conflict Based Approach. / Nielsen, Thomas Dyhre; Jensen, Finn V.

    I: International Journal of Approximate Reasoning, Bind 45, Nr. 2, 2007, s. 255-270.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  73. 2006
  74. AUB/Library-link
    Udgivet

    A COTS Framework for Sensor Fusion Using Dynamic Bayesian Networks in Livestock Production. / Hansen, Jens Alsted; Nielsen, Thomas Dyhre; Schiøler, Henrik.

    Computer Applications in Industry and Engineering (CAINE-2006), 19th Int'l. Conference. red. / Thomas Philip. Denmark., 2006. s. 41-48.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  75. AUB/Library-link
    Udgivet

    Adapting Bayes Network Structures to Non-stationary Domains. / Nielsen, Søren Holbech; Nielsen, Thomas Dyhre.

    Proceedings of the Third European Workshop on Probabilistic Graphical Models. 2006. s. 223-230.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  76. AUB/Library-link
    Udgivet

    Classification using Hierarchical Naive Bayes models. / Langseth, Helge; Dyhre Nielsen, Thomas .

    I: Machine Learning, Bind 63, Nr. 2, 2006, s. 135-159.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  77. AUB/Library-link
    Udgivet

    Dynamic decision making without expected utility : an operational approach. / Nielsen, Thomas Dyhre; Jaffray, Jean-Yves.

    I: European Journal of Operational Research, Bind 169, Nr. 1, 2006, s. 226-246.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  78. AUB/Library-link
    Udgivet

    Monitoring Indoor Temperature and Humidity for Pig Stables. / Hansen, Jens Alsted; Nielsen, Thomas Dyhre; Schiøler, Henrik.

    2006. Poster præsenteret ved European Workshop on Wireless Sensor Networks, Zurich, Schweiz.

    Publikation: Konferencebidrag uden forlag/tidsskrift › Poster › Forskning

  79. AUB/Library-link
    Udgivet

    Sensor Fusion using Dynamic Bayesian Networks in Livestock Production Buildings. / Hansen, Jens Alsted; Nielsen, Thomas Dyhre; Schiøler, Henrik.

    Int. Conf. on Computational Intelligence for Modelling Control and Automation, CIMCA'06. red. / Masoud Mohammadian. IEEE Computer Society Press, 2006.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  80. AUB/Library-link
    Udgivet

    Sequential influence diagrams : a unified asymmetry framework. / Jensen, Finn Verner; Nielsen, Thomas Dyhre; Shenoy, Prakash P.

    I: International Journal of Approximate Reasoning, Bind 42, Nr. 1-2, 2006, s. 101-118.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  81. 2005
  82. AUB/Library-link
    Udgivet

    Alert Systems for production Plants : A Methodology Based on Conflict Analysis. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Proceedings of the Eighth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. IEEE Computer Society Press, 2005. s. 76-87.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  83. AUB/Library-link
    Udgivet

    International Journal of Approximate Reasoning : Selected papers from ECSQARU 2003. / Nielsen, Thomas Dyhre (Redaktør); Zhang, Nevin L. (Redaktør).

    3 udg. 2005.

    Publikation: Bog/antologi/afhandling/rapport › Antologi › Forskning

  84. AUB/Library-link
    Udgivet

    Latent classification models. / Langseth, Helge; Nielsen, Thomas Dyhre.

    I: Machine Learning, Bind 59, Nr. 3, 2005, s. 237-265.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  85. AUB/Library-link
    Udgivet

    Special issue on ECSQARU-2003: The Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty - Message from the guest editors. / Nielsen, Thomas Dyhre; Zhang, Nevin L.

    I: International Journal of Approximate Reasoning, Bind 38, Nr. 3, 2005, s. 215-216.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  86. 2004
  87. AUB/Library-link
    Udgivet

    Advances in Decision Graphs. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Advances in Bayesian Networks. red. / Gaméz, J.A : Moral, S. : Salmerón, A. (eds.). London : IEEE Computer Society Press, 2004. s. 137-159.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Bidrag til bog/antologi › Forskning

  88. AUB/Library-link
    Udgivet

    Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains. / Langseth, H.; Nielsen, Thomas Dyhre.

    I: Journal of Machine Learning Research, Bind 4, Nr. 3, 2004, s. 339-368.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  89. AUB/Library-link
    Udgivet

    Latent variable discovery in classification models. / Zhang, N. L.; Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    I: Artificial Intelligence in Medicine, Bind 30, Nr. 3, 2004, s. 283-299.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  90. AUB/Library-link
    Udgivet

    Learning a decision maker's utility function from (possibly) inconsistent behavior. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    I: Artificial Intelligence, Bind 160, Nr. 1-2, 2004, s. 53-78.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  91. AUB/Library-link
    Udgivet

    Multi-currency Influence Diagrams. / Nielsen, Søren Holbech; Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Proceedings of the Second European Workshop on Probabilistic Graphical Models. red. / Peter Lucas. 2004. s. 153-160.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  92. AUB/Library-link
    Udgivet

    Sequential influence diagrams : a unified asymmetry framework. / Jensen, Finn Verner; Nielsen, Thomas Dyhre; Shenoy, Prakash.

    Proceedings of the second European Workshop on Probabilistic Graphical Models. 2004.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  93. 2003
  94. AUB/Library-link
    Udgivet

    Proceedings of the Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ESCQARU). / Nielsen, Thomas Dyhre (ed.); Zhang, Nevin (ed.).

    Berlin-Heidelberg : IEEE Computer Society Press, 2003.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  95. AUB/Library-link
    Udgivet

    Representing and Solving Asymmetric Decision Problems. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    I: International Journal of Information Technology and Decision Making, Bind 2, Nr. 2, 2003, s. 217-263.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  96. AUB/Library-link
    Udgivet

    Sensitivity analysis for influence diagrams. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    I: IEEE Transactions of Cybernetics, Man and Machines, Bind 33, Nr. 2, 2003, s. 223-234.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  97. AUB/Library-link
    Udgivet

    Sensitivity analysis in influence diagrams. / Nielsen, Thomas Dyhre; Jensen, Finn V.

    I: IEEE Transactions on Systems Man and Cybernetics - Part A - Systems and Humans, Bind 33, Nr. 2, 2003, s. 223-234.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  98. 2002
  99. AUB/Library-link
    Udgivet

    Classification using Hierarchical Naive Bayes models. / Langseth, H; Nielsen, Thomas Dyhre.

    Aalborg : Aalborg Universitetsforlag, 2002.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  100. AUB/Library-link
    Udgivet

    Decomposition of influence diagrams. / Nielsen, Thomas Dyhre.

    I: Journal of Applied Non-Classical Logics, Bind 12, Nr. 2, 2002, s. 135-150.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  101. 2001
  102. AUB/Library-link
    Udgivet

    An Operational Approach to Rational Decision making based on Rank Dependent Utility. / Nielsen, Thomas Dyhre; Jaffray, J.-Y.

    Aalborg : Aalborg Universitetsforlag, 2001.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  103. AUB/Library-link
    Udgivet

    Cutting Influence Diagrams Down to the Core. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Seventh Scandinavian Conference on Artificial Intelligence : SCAI'01: Frontiers in Artificial Intelligence and Applications. red. / Lund, H. H. : Mayoh, B. : Perram, J. (eds.). Vol. 66. udg. IOS Press, 2001. s. 159-160.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  104. AUB/Library-link
    Udgivet

    Decomposition of Influence Diagrams. / Nielsen, Thomas Dyhre.

    Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 6th European Conference, ECSQARU 2001 Toulouse, France, September 19 - 21, 2001 : Proceedings: Lecture Notes in Artificial Intelligence , subseries of Lecture Notes in Computer Science. red. / Benferhat, S. : Besnard, P. (eds.). 2143. udg. IEEE Computer Society Press, 2001. s. 144-155.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  105. AUB/Library-link
    Udgivet

    Graphical Models for Partially Sequential Decision problems. / Nielsen, Thomas Dyhre.

    Aalborg : Department of Computer Science, Aalborg University, 2001.

    Publikation: Bog/antologi/afhandling/rapport › Ph.d.-afhandling › Forskning

  106. AUB/Library-link
    Udgivet

    Structural Learning in Object Oriented Domains. / Bangsø, O.; Langseth, Helge; Nielsen, Thomas Dyhre.

    Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS), Key West. 2001. s. 340-344.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  107. AUB/Library-link
    Udgivet

    Well-Defined Decision Scenarios. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Aalborg : Aalborg Universitetsforlag, 2001.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  108. 2000
  109. AUB/Library-link
    Udgivet

    Representing and Solving Asymmetric Bayesian Decision Problems. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence. red. / Boutilier, C. : Goldszmidt, M. (eds.). Morgan Kaufmann, 2000. s. 416-425.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  110. AUB/Library-link
    Udgivet

    Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example. / Nielsen, Thomas Dyhre; Wuillemin, P.-H.; Jensen, Finn Verner; Kjærulff, Uffe Bro.

    Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence: UAI '00. red. / Boutilier, C. : Goldszmidt, M. (eds.). Morgan Kaufmann, 2000. s. 426-435.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  111. 1999
  112. AUB/Library-link
    Udgivet

    Representing and Solving Asymmetric Bayesian Decision Problems. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Aalborg : Aalborg University : Department of Computer Science, Aalborg University, 1999.

    Publikation: Bog/antologi/afhandling/rapport › Bog › Forskning

  113. AUB/Library-link
    Udgivet

    Well-Defined Decision Scenarios. / Nielsen, Thomas Dyhre; Jensen, Finn Verner.

    Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence. red. / Laskey, K. B. : Prade, H. (eds.). Morgan Kaufmann, 1999. s. 502-511.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review