Morten Mørup

  1. 2014
  2. Published

    Discovering hierarchical structure in normal relational data. / Schmidt, Mikkel Nørgaard; Herlau, Tue; Mørup, Morten.

    Proceedings of the 4th International Workshop on Cognitive Information Processing. IEEE, 2014.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  3. Submitted

    Modelling the structure of complex networks. / Herlau, Tue; Mørup, Morten (Main supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2014. 280 p. (DTU Compute PHD-2014; No. 339).

    Publication: ResearchPh.D. thesis – Annual report year: 2014

  4. Published

    Non-linear calibration models for near infrared spectroscopy. / Ni, Wangdong; Nørgaard, Lars; Mørup, Morten.

    In: Analytica Chimica Acta, Vol. 813, 2014, p. 1–14.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  5. Published

    Non-parametric Bayesian graph models reveal community structure in resting state fMRI. / Andersen, Kasper Winther; Madsen, Kristoffer H.; Siebner, Hartwig Roman; Schmidt, Mikkel Nørgaard; Mørup, Morten; Hansen, Lars Kai.

    In: NeuroImage, Vol. 100, 2014, p. 301-315.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  6. 2013
  7. Published

    Analysis of Conceptualization Patterns across Groups of People. / Glückstad, Fumiko Kano; Herlau, Tue; Schmidt, Mikkel Nørgaard; Mørup, Morten; Rzepka, Rafal; Araki, Kenji.

    2013 Conference on Technologies and Applications of Artificial Intelligence. IEEE, 2013. p. 349-354.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  8. Published

    Analysis of Subjective Conceptualizations Towards Collective Conceptual Modelling. / Glückstad, Fumiko Kano; Herlau, Tue; Schmidt, Mikkel Nørgaard; Mørup, Morten.

    Proceedings of the 27th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2013). Japanese Society for Artificial Intelligence, 2013. Paper 795.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  9. Published
  10. Published

    Comparing Structural Brain Connectivity by the Infinite Relational Model. / Ambrosen, Karen Marie Sandø; Herlau, Tue; Dyrby, Tim; Schmidt, Mikkel Nørgaard; Mørup, Morten.

    2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI). IEEE, 2013. p. 50-53.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  11. E-pub ahead of print
  12. Published

    Crowds, Bluetooth and Rock’n’Roll: Understanding Music Festival Participant Behavior. / Larsen, Jakob Eg; Sapiezynski, Piotr; Stopczynski, Arkadiusz; Mørup, Morten; Theodorsen, Rasmus.

    Proceedings of Sunbelt 2013. 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  13. Published

    Crowds, Bluetooth, and Rock’n’Roll: Understanding Music Festival Participant Behavior. / Larsen, Jakob Eg; Sapiezynski, Piotr; Stopczynski, Arkadiusz; Mørup, Morten; Theodorsen, Rasmus.

    Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia: PDM '13. Association for Computing Machinery, 2013. p. 11-18 .

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  14. Published

    Large scale inference in the Infinite Relational Model: Gibbs sampling is not enough. / Albers, Kristoffer Jon; Moth, Andreas Leon Aagard; Mørup, Morten; Schmidt, Mikkel Nørgaard.

    2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2013. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  15. Published

    Modeling Temporal Evolution and Multiscale Structure in Networks. / Herlau, Tue; Mørup, Morten; Schmidt, Mikkel Nørgaard.

    Proceedings of the 30 th International Conference on Machine Learning. 2013. p. 960-968 (JMLR: Workshop and Conference Proceedings; No. Cycle 3, Vol. 28).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  16. Published

    Nonparametric Bayesian Modeling of Complex Networks : An Introduction. / Schmidt, Mikkel Nørgaard; Mørup, Morten.

    In: I E E E - Signal Processing Magazine, Vol. 30, No. 3, 2013, p. 110-128.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  17. Published

    Unsupervised knowledge structuring Application of Infinite Relational Models to the FCA visualization. / Glückstad, Fumiko Kano; Herlau, Tue; Schmidt, Mikkel Nørgaard; Mørup, Morten.

    2013 International Conference on Signal-Image Technology & Internet-Based Systems. IEEE, 2013. p. 233-240.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  18. 2012
  19. Published

    A Bayesian Analysis of the Radioactive Releases of Fukushima. / Tomioka, Ryota; Mørup, Morten.

    Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS) 2012: AISTATS 2012 Proceedings. Vol. 22 Microtome Publishing, 2012. p. 1243-1251 (JMLR: Workshop and Conference Proceedings, Vol. 22).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  20. Published

    Application of the Infinite Relational Model combined with the Bayesian Model of Generalization for Effective Cross-Cultural Knowledge Transfer. / Glückstad, Fumiko Kano; Mørup, Morten.

    The 26th Annual Conference of the Japanese Society for Artificial Intelligence, 2012. 2012.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  21. Published

    Archetypal analysis for machine learning and data mining. / Mørup, Morten; Hansen, Lars Kai.

    In: Neurocomputing, Vol. 80, 2012, p. 54–63.

    Publication: Research - peer-reviewJournal article – Annual report year: 2011

  22. Published

    Bayesian community detection.. / Mørup, Morten; Schmidt, Mikkel N.

    In: Neural Computation, Vol. 24, No. 9, 2012, p. 2434-2456.

    Publication: Research - peer-reviewJournal article – Annual report year: 2012

  23. Published

    Detecting Hierarchical Structure in Networks. / Herlau, Tue; Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai.

    2012 3rd International Workshop on Cognitive Information Processing (CIP). IEEE, 2012.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  24. Published

    Feature-based Ontology Mapping from an Information Receivers’ Viewpoint. / Glückstad, Fumiko Kano; Mørup, Morten.

    Proceedings of the 9th International Workshop on Natural Language Processing and Cognitive Science, NLPCS 2012. SciTePress, 2012. p. 34-43.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  25. Published

    Flexible or Strict Taxonomic Organization? : Impact on culturally-specific knowledge transfer. / Glückstad, Fumiko Kano; Mørup, Morten.

    Proceedings of the 10th Terminology and Knowledge Engineering Conference (TKE 2012). 2012. p. 65-80.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  26. Published

    Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling. / Andersen, Kasper Winther; Madsen, Kristoffer Hougaard; Siebner, Hartwig; Hansen, Lars Kai; Mørup, Morten.

    Machine Learning and Interpretation in Neuroimaging: International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions. Springer, 2012. p. 226-233 (Lecture Notes in Computer Science, Vol. 7263).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  27. Published

    Identifying modular relations in complex brain networks. / Andersen, Kasper Winther; Mørup, Morten; Siebner, Hartwig; Madsen, Kristoffer H.; Hansen, Lars Kai.

    2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 978-1-4673-1025-3 : IEEE, 2012. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  28. Published

    Link prediction in weighted networks. / Wind, David Kofoed; Mørup, Morten.

    2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 978-1-4673-1025-3 : IEEE, 2012. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  29. Published

    Modelling dense relational data. / Herlau, Tue; Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai.

    2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 978-1-4673-1025-3 : IEEE, 2012. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  30. 2011
  31. Published

    Applications of tensor (multiway array) factorizations and decompositions in data mining. / Mørup, Morten.

    In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 1, No. 1, 2011, p. 24-40.

    Publication: Research - peer-reviewJournal article – Annual report year: 2011

  32. Published

    Attenuation of beta and gamma oscillations in schizophrenia spectrum patients following hand posture perturbation. / Arnfred, Sidse M.; Mørup, Morten; Thalbitzer, Jørgen; Jansson, Lennart; Parnas, Josef.

    In: Psychiatry Research, Vol. 185, No. 1-2, 2011, p. 215-224.

    Publication: Research - peer-reviewJournal article – Annual report year: 2011

  33. Published

    Frequency Constrained ShiftCP Modeling of Neuroimaging Data. / Mørup, Morten (Invited author); Hansen, Lars Kai (Invited author); Madsen, Kristoffer H. (Invited author).

    2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR). IEEE, 2011. p. 127-131.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  34. Published

    Infinite multiple membership relational modeling for complex networks. / Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai.

    2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2011. (Uden navn).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  35. Published

    Modeling Latency and Shape Changes in Trial Based Neuroimaging Data. / Mørup, Morten; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR). IEEE, 2011. p. 439-443 .

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  36. Published

    Non-parametric co-clustering of large scale sparse bipartite networks on the GPU. / Hansen, Toke Jansen; Mørup, Morten; Hansen, Lars Kai.

    2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2011. (Uden navn).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  37. Published

    Scalable tensor factorizations for incomplete data. / Acar, Evrim; Dunlavy, Daniel M.; KOlda, Tamara G.; Mørup, Morten.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 106, No. 1, 2011, p. 41-56.

    Publication: Research - peer-reviewJournal article – Annual report year: 2011

  38. Published
  39. Published

    Transformation invariant sparse coding. / Mørup, Morten; Schmidt, Mikkel Nørgaard.

    2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2011. (Uden navn).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  40. 2010
  41. Published

    Archetypal Analysis for Machine Learning. / Mørup, Morten; Hansen, Lars Kai.

    IEEE International Workshop on Machine Learning for Signal Processing. IEEE, 2010.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  42. Published

    Infinite Multiple Membership Relational Modeling for Complex Networks. / Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai.

    2010. Abstract from NIPS Workshop on Networks Across Disciplines in Theory and Application, Whistler, Canada, .

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  43. E-pub ahead of print

    Infinite Multiple Membership Relational Modeling for Complex Networks. / Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai.

    2010. Poster session presented at Workshop on Networks Across Disciplines: Theory and Applications, .

    Publication: Research - peer-reviewPoster – Annual report year: 2010

  44. Published

    Infinite non-negative matrix factorization. / Schmidt, Mikkel Nørgaard; Mørup, Morten.

    European Signal Processing Conference (EUSIPCO). 2010.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  45. Published

    Infinite Relational Modeling of Functional Connectivity in Resting State fMRI. / Mørup, Morten; Madsen, Kristoffer H.; Dogonowski, Anne Marie; Siebner, Hartwig; Hansen, Lars Kai.

    Neural Information Processing Systems: (NIPS). Vol. 23 2010.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  46. Published

    Large Scale GPU Based Inference for the Infinite Relational Model. / Hansen, Toke Jansen; Mørup, Morten; Hansen, Lars Kai.

    2010. Abstract from 24th Annual Conference on Neural Information Processing Systems, Vancouver, Canada.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  47. Published

    Latent semantics as cognitive components. / Petersen, Michael Kai; Mørup, Morten; Hansen, Lars Kai.

    2nd International Workshop on Cognitive Information Processing. IEEE, 2010. p. 434-439.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  48. E-pub ahead of print

    Reversible jump MCMC for Bayesian NMF. / Schmidt, Mikkel Nørgaard; Mørup, Morten.

    2010. Abstract from Monte Carlo Methods for Modern Applications: 2010 NIPS Workshop, .

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  49. Published

    Scalable Tensor Factorizations with Missing Data. / Acar, Evrim; Dunlavy, Daniel M.; Kolda, Tamara G.; Mørup, Morten.

    Proceedings of the 2010 SIAM International Conference on Data Mining. 2010. p. 701-712.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  50. Published

    Semi-Supervised Kernel PCA. / Walder, Christian; Henao, Ricardo; Mørup, Morten; Hansen, Lars Kai.

    Kgs. Lyngby, Denmark : Technical University of Denmark, DTU Informatics, Building 321, 2010. (IMM-Technical Report-2010-10).

    Publication: ResearchReport – Annual report year: 2010

  51. 2009
  52. Submitted

    An Exact Relaxation of Clustering. / Mørup, Morten; Hansen, Lars Kai.

    In: Journal of Machine Learning Research, 2009.

    Publication: Research - peer-reviewJournal article – Annual report year: 2009

  53. Published

    Automatic Relevance Determination for multi-way models. / Mørup, Morten; Hansen, Lars Kai.

    In: Journal of Chemometrics, Vol. 23, No. 7-8, 2009, p. 352 - 363.

    Publication: Research - peer-reviewJournal article – Annual report year: 2009

  54. Published

    Bayesian and Non-linear Multi-way modelling. / Mørup, Morten (Invited author).

    2009. Abstract from ThRee-way methods In Chemistry And Psychology, Vall de Núria - Spain, June 14th to June 19th, .

    Publication: ResearchConference abstract for conference – Annual report year: 2009

  55. Published

    Efficient Multiplicative Updates for Support Vector Machines. / Potluru, Vamsi K.; Plis, Sergie N; Mørup, Morten; Calhoun, Vince D.

    Proceedings of the Ninth SIAM International Conference on Data Mining. 2009. p. 1220-1231.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  56. Published

    Evaluation of the influence of uncertain forward models on the EEG source reconstruction problem. / Stahlhut, Carsten; Mørup, Morten; Winther, Ole; Hansen, Lars Kai.

    NeuroImage. Vol. 47 Organization for Human Brain Mapping, 2009.

    Publication: Research - peer-reviewConference abstract in proceedings – Annual report year: 2009

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