Morten Mørup
- 2013
- 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
- 2012
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 2011
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 2010
- 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
- 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
- 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
- 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