Morten Mørup

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  1. 2013
  2. 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-review › Journal article – Annual report year: 2013

  3. 2012
  4. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2012

  5. 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.

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2012

  6. 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-review › Journal article – Annual report year: 2011

  7. Published

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

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

    Publication: Research - peer-review › Journal article – Annual report year: 2012

  8. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2012

  9. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2012

  10. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2012

  11. 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.

    In: 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-review › Article in proceedings – Annual report year: 2012

  12. Published

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

    In: 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-review › Article in proceedings – Annual report year: 2012

  13. Published

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

    In: 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-review › Article in proceedings – Annual report year: 2012

  14. Published

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

    In: 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-review › Article in proceedings – Annual report year: 2012

  15. 2011
  16. 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-review › Journal article – Annual report year: 2011

  17. 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-review › Journal article – Annual report year: 2011

  18. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  19. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  20. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  21. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  22. 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-review › Journal article – Annual report year: 2011

  23. Published

    Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) using a Hierarchical Bayesian Approach. / Stahlhut, Carsten; Mørup, Morten; Winther, Ole; Hansen, Lars Kai.

    In: Journal of Signal Processing Systems, Vol. 65, No. 3, 2011, p. 431-444.

    Publication: Research - peer-review › Journal article – Annual report year: 2010

  24. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  25. 2010
  26. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2010

  27. 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-review › Conference abstract for conference – Annual report year: 2010

  28. 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-review › Poster – Annual report year: 2010

  29. Published

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

    In: European Signal Processing Conference (EUSIPCO). 2010.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2010

  30. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2010

  31. Published

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

    2010. Abstract from Neural Information Processing Systems, Vancouver, Canada, .

    Publication: Research - peer-review › Conference abstract for conference – Annual report year: 2010

  32. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2011

  33. 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-review › Conference abstract for conference – Annual report year: 2010

  34. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2010

  35. Published

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

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

    Publication: Research › Report – Annual report year: 2010

  36. 2009
  37. Submitted

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

    In: Journal of Machine Learning Research, 2009.

    Publication: Research - peer-review › Journal article – Annual report year: 2009

  38. 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-review › Journal article – Annual report year: 2009

  39. 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: Research › Conference abstract for conference – Annual report year: 2009

  40. Published

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

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

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2009

  41. Published

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

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

    Publication: Research - peer-review › Conference abstract in proceedings – Annual report year: 2009

  42. Published

    Hierarchical Bayesian Model for Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE). / Stahlhut, Carsten; Mørup, Morten; Winther, Ole; Hansen, Lars Kai.

    In: IEEE International Workshop on Machine Learning for Signal Processing, 2009. MLSP 2009. IEEE, 2009. p. 1-6.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2009

  43. Published

    Latent Causal Modelling of Neuroimaging Data. / Mørup, Morten; Madsen, Kristoffer H.; Hansen, Lars Kai.

    2009. Poster session presented at NIPS Workshop on Connectivity Inference in Neuroimaing, .

    Publication: Research - peer-review › Poster – Annual report year: 2009

  44. Published

    Learning Latent Structure in Complex Networks. / Mørup, Morten; Hansen, Lars Kai.

    2009. Poster session presented at Workshop on Analyzing Networks and Learning with Graphs NIPS 2009, Whistler, Canada, .

    Publication: Research - peer-review › Poster – Annual report year: 2009

  45. Published

    SOFOMORE: Combined EEG source and forward model reconstruction. / Stahlhut, Carsten; Mørup, Morten; Winther, Ole; Hansen, Lars Kai.

    In: IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2009. ISBI '09.. IEEE, 2009. p. 450-453.

    Publication: Research › Article in proceedings – Annual report year: 2009

  46. Published

    Sparse but emotional decomposition of lyrics. / Petersen, Michael Kai; Mørup, Morten; Hansen, Lars Kai.

    In: Sparse but emotional decomposition of lyrics. 2009.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2009

  47. Published

    Sparse Coding and Automatic Relevance Determination for Multi-way models. / Mørup, Morten; Hansen, Lars Kai.

    In: Signal Processing with Adaptive Sparse Structured Representations (SPARS'09). 2009.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2009

  48. Published

    Time and Frequency Domain Optimization with Shift, Convolution and Smoothness in Factor Analysis Type Decompositions. / Madsen, Kristoffer Hougaard; Hansen, Lars Kai; Mørup, Morten.

    2009.

    Publication: Research › Report – Annual report year: 2009

  49. Published

    Tuning Pruning in Sparse Non-negative Matrix Factorization. / Mørup, Morten; Hansen, Lars Kai.

    In: 17th European Signal Processing Conference (Eusipco'09). 2009. p. 1923-1927.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2009

  50. Published

    Two discrete components of the 20 Hz steady-state response are distinguished through the modulation of activation level. / Griskova, Inga; Mørup, Morten; Parnas, Josef; Ruksenas, Osvaldas; Arnfred, Sidse Marie.

    In: Clinical Neurophysiology, Vol. 120, No. 5, 2009, p. 904-909.

    Publication: Research - peer-review › Journal article – Annual report year: 2009

  51. 2008
  52. Published

    Decomposition methods for unsupervised learning. / Mørup, Morten; Hansen, Lars Kai (Supervisor); Winther, Ole (Supervisor).

    2008. (IMM-PHD-2008-194).

    Publication: Research › Ph.d. thesis – Annual report year: 2008

  53. Published

    Algorithms for Sparse Non-negative Tucker Decompositions. / Mørup, Morten; Hansen, Lars Kai.

    In: Neural Computation, Vol. 20, No. 8, 2008, p. 2112-2131.

    Publication: Research - peer-review › Journal article – Annual report year: 2008

  54. Published

    Approximate L0 constrained Non-negative Matrix and Tensor Factorization. / Mørup, Morten; Madsen, Kristoffer Hougaard; Hansen, Lars Kai.

    In: 2008 IEEE International Symposium on Circuits and Systems: ISCAS 2008 (Special Session on Non-negative matix and Tensor Factorization). IEEE, 2008.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2008

  55. Published

    Model Order Estimation for Independent Component Analysis of Epoched EEG Signals. / Rasmussen, Peter Mondrup; Mørup, Morten; Hansen, Lars Kai; Arnfred, Sidse Marie.

    In: BIOSIGNALS 2008. Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing. Vol. 2 Institute for Systems and Technologies of Information, Control and Communication, 2008. p. 3-10.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2008

  56. Published

    Regularity increases middle latency evoked and late induced beta brain response following proprioceptive stimulation. / Arnfred, Sidse M.; Hansen, Lars Kai; Parnas, Josef; Mørup, Morten.

    In: Brain Research, Vol. 1218, 2008, p. 114-131.

    Publication: Research - peer-review › Journal article – Annual report year: 2008

  57. Published

    Shift Invariant Multi-linear Decomposition of Neuroimaging Data. / Mørup, Morten; Hansen, Lars Kai; Arnfred, Sidse M.; Lim, Lek-Heng; Madsen, Kristoffer Hougaard.

    In: NeuroImage, Vol. 42, No. 4, 2008, p. 1439-1450.

    Publication: Research - peer-review › Journal article – Annual report year: 2008

  58. 2007
  59. Published

    ERPWAVELAB : A toolbox for multi-channel analysis of time-frequency transformed event related potentials. / Mørup, Morten; Hansen, Lars Kai; Arnfred, Sidse M.

    In: Journal of Neuroscience Methods, Vol. 161, No. 2, 2007, p. 361-368.

    Publication: Research - peer-review › Journal article – Annual report year: 2007

  60. Published

    Multiplicative updates for the LASSO. / Mørup, Morten; Clemmensen, Line Katrine Harder.

    In: 2007 IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING: MLSP2007. IEEE, 2007. p. 33-38.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2007

  61. Published

    NLARS. / Mørup, Morten (Author); Madsen, Kristoffer Hougaard (Author).

    2007. Informatics and Mathematical Modelling, Technical University of Denmark, DTU.

    Publication: Research › Interactive production – Annual report year: 2007

  62. Published

    Proprioceptive evoked gamma oscillations. / Arnfred, S.M.; Hansen, Lars Kai; Parnas, J.; Mørup, Morten.

    In: Brain Research, Vol. 1147, 2007, p. 167-174.

    Publication: Research - peer-review › Journal article – Annual report year: 2007

  63. Published

    Shifted Independent Component Analysis. / Mørup, Morten; Madsen, Kristoffer Hougaard; Hansen, Lars Kai.

    In: 7th International Conference on Independent Component Analysis and Signal Separation: ICA2007. 2007. p. 89-96.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2007

  64. Published

    Shifted Non-negative Matrix Factorization. / Mørup, Morten; Madsen, Kristoffer Hougaard; Hansen, Lars Kai.

    In: 2007 IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING: MLSP2007. IEEE, 2007. p. 139-144.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2007

  65. Published

    The amplitude and phase precision of 40 Hz auditory steady-state response depend on the level of arousal. / Griskova, Inga; Mørup, Morten; Parnas, Josef; Ruksenas, Osvaldas; Arnfred, Sidse.

    In: Experimental Brain Research, Vol. 183, No. 1, 2007, p. 133-138.

    Publication: Research - peer-review › Journal article – Annual report year: 2007

  66. 2006
  67. Published

    Decomposing the time-frequency representation of EEG using non-negative matrix and multi-way factorization. / Mørup, Morten; Hansen, Lars Kai; Parnas, Josef; Arnfred, Sidse M.

    2006.

    Publication: Research - peer-review › Report – Annual report year: 2006

  68. Published

    ERPWAVELAB A toolbox for multi-channel analysis of time-frequency transformed event related potentials. / Mørup, Morten; Hansen, Lars Kai; Arnfred, Sidse M.

    2006.

    Publication: Research - peer-review › Report – Annual report year: 2006

  69. Published

    Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation. / Schmidt, Mikkel N.; Mørup, Morten.

    In: ICA2006: Source Separation and Independent Component Analysis, International Conference on (ICA). 2006.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2006

  70. Published

    Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG. / Mørup, Morten; Hansen, Lars Kai; Hermann, Cristoph S.; Parnas, Josef; Arnfred, Sidse M.

    In: NeuroImage, Vol. 29, No. 3, 2006, p. 938-947.

    Publication: Research - peer-review › Journal article – Annual report year: 2006

  71. Published

    Sparse Non-negative Matrix Factor 2-D Deconvolution. / Mørup, Morten; Schmidt, Mikkel N.

    2006.

    Publication: Research - peer-review › Report – Annual report year: 2006

  72. Published

    Sparse Non-negative Matrix Factor 2-D Deconvolution for Automatic Transcription of Polyphonic Music. / Schmidt, Mikkel N.; Mørup, Morten.

    2006.

    Publication: Research - peer-review › Report – Annual report year: 2006

  73. Published

    Sparse Non-negative Tensor 2D Deconvolution (SNTF2D) for multi channel time-frequency analysis. / Mørup, Morten; Schmidt, Mikkel N.

    2006.

    Publication: Research - peer-review › Report – Annual report year: 2006

  74. 2004
  75. Published

    Defining a local arterial input function for perfusion MRI using independent component analysis. / Calamante, Fernando; Mørup, Morten; Hansen, Lars Kai.

    In: Magnetic Resonance in Medicine, Vol. 52, No. 4, 2004, p. 789-797.

    Publication: Research - peer-review › Journal article – Annual report year: 2004

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