Lars Kai Hansen
- 2012
- Published
Integration of top-down and bottom-up information for audio organization and retrieval. / Jensen, Bjørn Sand; Larsen, Jan (Main supervisor); Hansen, Lars Kai (Supervisor).
Kgs. Lyngby : Technical University of Denmark, 2012. 199 p. (IMM-PhD-2012; No. 291).Publication: Research › Ph.D. thesis – Annual report year: 2013
- Published
Joint Modelling of Structural and Functional Brain Networks. / Andersen, Kasper Winther; Herlau, Tue; Mørup, Morten; Schmidt, Mikkel Nørgaard; Madsen, Kristoffer H.; Lyksborg, Mark; Dyrby, Tim B.; Siebner, Hartwig R.; Hansen, Lars Kai.
2012. Paper presented at 2nd NIPS Workshop on Machine Learning and Interpretation in NeuroImaging (MLINI 2012), Lake Tahoe, Nevada, United States.Publication: Research - peer-review › Paper – Annual report year: 2012
- 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-review › Article in proceedings – Annual report year: 2012
- Published
Model selection for Gaussian kernel PCA denoising. / Jørgensen, Kasper Winther; Hansen, Lars Kai.
In: I E E E Transactions on Neural Networks and Learning Systems, Vol. 23, No. 1, 2012, p. 163-168.Publication: Research - peer-review › Journal article – Annual report year: 2012
- Published
Model sparsity and brain pattern interpretation of classification models in neuroimaging. / Rasmussen, Peter Mondrup; Madsen, Kristoffer Hougaard; Churchill, Nathan W; Hansen, Lars Kai; Strother, Stephen C.
In: Pattern Recognition, Vol. 45, No. 6, 2012, p. 2085-2100.Publication: Research - peer-review › Journal article – Annual report year: 2011
- Published
Nonlinear Denoising and Analysis of Neuroimages With Kernel Principal Component Analysis and Pre-Image Estimation. / Rasmussen, Peter Mondrup; Abrahamsen, Trine Julie; Madsen, Kristoffer Hougaard; Hansen, Lars Kai.
In: NeuroImage, Vol. 60, No. 3, 2012, p. 1807-1818.Publication: Research - peer-review › Journal article – Annual report year: 2012
- Published
On an emotional node: modeling sentiment in graphs of action verbs. / Petersen, Michael Kai; Hansen, Lars Kai.
2012 International Conference on Audio, Language and Image Processing (ICALIP). 2012.Publication: Research - peer-review › Article in proceedings – Annual report year: 2012
- Published
Probabilistic M/EEG source imaging from sparse spatio-temporal event structure. / Stahlhut, Carsten; Attias, Hagai T.; Wipf, David; Hansen, Lars Kai; Nagarajan, Srikantan S.
2012. Paper presented at 2nd NIPS Workshop on Machine Learning and Interpretation in NeuroImaging (MLINI 2012), Lake Tahoe, Nevada, United States.Publication: Research - peer-review › Paper – Annual report year: 2012
- Published
Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data. / Abrahamsen, Trine Julie; Hansen, Lars Kai.
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. 256-263 (Lecture Notes in Computer Science, Vol. 7263).Publication: Research - peer-review › Article in proceedings – Annual report year: 2012
- Published
Structured Sparsity Regularization Approach to the EEG Inverse Problem. / Montoya-Martinez, Jair; Artes-Rodriguez, Antonio; Hansen, Lars Kai; Pontil, Massimiliano.
2012 3rd International Workshop on Cognitive Information Processing (CIP). IEEE, 2012.Publication: Research - peer-review › Article in proceedings – Annual report year: 2012