Lars Kai Hansen

Lars Kai Hansen

Professor, head of section

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 321, room 012

2800 Kgs. Lyngby

Ph.
Fax +45 45 87 25 99
E-mail lkai@dtu.dk
ORCID 0000-0003-0442-5877
Home page
Personal website

Request a vCard via e-mail.

Publications
Projects
Courses
DTU news
Loading

Publications rss feed

2017
  PDF

Sequence Classification Using Third-Order Moments

Troelsgaard, Rasmus ; Hansen, Lars Kai
in journal: Neural Computation (ISSN: 0899-7667) (DOI: http://dx.doi.org/10.1162/neco_a_01033), vol: 30, issue: 1, pages: 216-236, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1162/neco_a_01033

 

Open semantic analysis: The case of word level semantics in Danish

Nielsen, Finn Årup ; Hansen, Lars Kai
part of: Proceedings of 8th Language and Technology Conference , 2017,
Presented at:
8th Language and Technology Conference , 2017, Poznan

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

 

Bayesian inference for spatio-temporal spike-and-slab priors

Andersen, Michael Riis ; Vehtari, Aki ; Winther, Ole ; Hansen, Lars Kai
in journal: Journal of Machine Learning Research (ISSN: 1533-7928), vol: 18, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017

 

Adaptive Smoothing in fMRI Data Processing Neural Networks

Vilamala, Albert ; Madsen, Kristoffer Hougaard ; Hansen, Lars Kai
part of: Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2018, IEEE,
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging, 2017, Toronto

Type: Article in proceedings

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/PRNI.2017.7981499

 

Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring

Vilamala, Albert ; Madsen, Kristoffer Hougaard ; Hansen, Lars Kai
part of: Proceedings of the 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2018, IEEE,
Presented at:
27th International Workshop on Machine Learning for Signal Processing (MLSP), 2017, Tokyo

Type: Article in proceedings

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/MLSP.2017.8168133

2016
  PDF

Predicting the emotions expressed in music

Madsen, Jens ; Larsen, Jan (Main supervisor) ; Hansen, Lars Kai (Supervisor)
Technical University of Denmark (DTU), pages: 184

Type: Ph.D. thesis

Status: Published     |    Year: 2016

  PDF

The Center for Integrated Molecular Brain Imaging (Cimbi) database

Knudsen, Gitte M. ; Jensen, Peter S. ; Erritzoe, David ; Baaré, William F. C. ; Ettrup, Anders ; Fisher, Patrick M. ; Gillings, Nic ; Hansen, Hanne D. ; Hansen, Lars Kai ; Hasselbalch, Steen G ; Henningsson, Susanne ; Herth, Matthias M ; Holst, Klaus K ; Iversen, Pernille ; Kessing, Lars V ; Macoveanu, Julian ; Madsen, Kathrine Skak ; Mortensen, Erik L ; Nielsen, Finn Årup ; Paulson, Olaf B. ; Siebner, Hartwig R. ; Stenbæk, Dea S. ; Svarer, Claus ; Jernigan, Terry L. ; Strother, Stephen C. ; Frokjaer, Vibe G.
in journal: Neuroimage (ISSN: 1053-8119) (DOI: http://dx.doi.org/10.1016/j.neuroimage.2015.04.025), vol: 124, Part B, issue: January 2016, pages: 1213-1219, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.neuroimage.2015.04.025

  PDF

Data-driven forward model inference for EEG brain imaging

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
in journal: NeuroImage (ISSN: 1053-8119) (DOI: http://dx.doi.org/10.1016/j.neuroimage.2016.06.017), vol: 139, pages: 249-258, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.neuroimage.2016.06.017

  PDF

Neural Markers of Responsiveness to the Environment in Human Sleep

Andrillon, Thomas ; Poulsen, Andreas Trier ; Hansen, Lars Kai ; L É Ger, Damien ; Kouider, Sid
in journal: Journal of Neuroscience (ISSN: 0270-6474) (DOI: http://dx.doi.org/10.1523/JNEUROSCI.0902-16.2016), vol: 36, issue: 24, pages: 6583-6596, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1523/JNEUROSCI.0902-16.2016

  PDF

Data driven estimation of imputation error-a strategy for imputation with a reject option

Bak, Nikolaj ; Hansen, Lars Kai
in journal: P L o S One (ISSN: 1932-6203) (DOI: http://dx.doi.org/10.1371/journal.pone.0164464), vol: 11, issue: 10, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1371/journal.pone.0164464