Lars Kai Hansen

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  1. 2013
  2. Published

    A Hierarchical Bayesian M/EEG Imaging Method Correcting for Incomplete Spatio-Temporal Priors. / Stahlhut, Carsten; Attias, Hagai T.; Sekihara, Kensuke; Wipf, David; Hansen, Lars Kai; Nagarajan, Srikantan S.

    In: 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013). IEEE, 2013.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2013

  3. Published

    FindZebra: A search engine for rare diseases. / Dragusin, Radu; Petcu, Paula; Lioma, Christina Amalia; Larsen, Birger; Jørgensen, Hans Henrik; Cox, Ingemar; Hansen, Lars Kai; Ingwersen, Peter; Winther, Ole.

    In: International Journal of Medical Informatics, Vol. 82, No. 6, 2013, p. 528–538.

    Publication: Research - peer-review › Journal article – Annual report year: 2013

  4. Published

    How about a Bayesian M/EEG imaging method correcting for incomplete spatio-temporal priors. / Stahlhut, Carsten; Attias, Hagai T.; Sekihara, Kensuke; Wipf, David; Hansen, Lars Kai; Nagarajan, Srikantan S.

    2013. Abstract from Cognitive Neuroscience Society Annual Meeting 2013, San Francisco, United States.

    Publication: Research - peer-review › Conference abstract for conference – Annual report year: 2013

  5. Submitted

    Kernel Methods for Machine Learning with Life Science Applications. / Abrahamsen, Trine Julie; Hansen, Lars Kai (Main supervisor); Winther, Ole (Supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2013. 164 p. (PHD-2013; No. 299).

    Publication: Research › Ph.d. thesis – Annual report year: 2013

  6. Submitted

    Large-scale Machine Learning in High-dimensional Datasets. / Hansen, Toke Jansen; Hansen, Lars Kai (Main supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2013. 192 p. (PHD-2013; No. 300).

    Publication: Research › Ph.d. thesis – Annual report year: 2013

  7. Published

    Mobile real-time EEG imaging Bayesian inference with sparse, temporally smooth source priors. / Hansen, Lars Kai; Hansen, Sofie Therese; Stahlhut, Carsten.

    In: 2013 International Winter Workshop on Brain-Computer Interface (BCI). 2013.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2013

  8. In press

    Spatio temporal media components for neurofeedback. / Jensen, Camilla Birgitte Falk; Petersen, Michael Kai; Larsen, Jakob Eg; Stopczynski, Arkadiusz; Stahlhut, Carsten; Ivanova, Marieta Georgieva; Andersen, Tobias; Hansen, Lars Kai.

    In: Proceedings of 2013 IEEE International Conference on Multimedia and Expo (ICME) . 2013.

    Publication: Research - peer-review › Article in proceedings – Annual report year: 2013

  9. Submitted

    The Smartphone Brain Scanner: A Mobile Real-time Neuroimaging System. / Stopczynski, Arkadiusz; Stahlhut, Carsten; Larsen, Jakob Eg; Petersen, Michael Kai; Hansen, Lars Kai.

    In: I E E E Sensors Journal, 2013.

    Publication: Research - peer-review › Journal article – Annual report year: 2013

  10. 2012
  11. Published

    A Cross-Platform Smartphone Brain Scanner. / Larsen, Jakob Eg; Stopczynski, Arkadiusz; Stahlhut, Carsten; Petersen, Michael Kai; Hansen, Lars Kai.

    2012. Paper presented at CHI 2012 Conference , Austin, Texas, United States.

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

  12. Published

    A Hold-out method to correct PCA variance inflation. / Garcia-Moreno, Pablo; Artes-Rodriguez, Antonio; 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

  13. Published

    An Evaluation of EEG Scanner’s Dependence on the Imaging Technique, Forward Model Computation Method, and Array Dimensionality. / Stahlhut, Carsten; Attias, Hagai Thomas ; Stopczynski, Arkadiusz; Petersen, Michael Kai; Larsen, Jakob Eg; Hansen, Lars Kai.

    In: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2012. p. 1538-1541 (I E E E Engineering in Medicine and Biology Society. Conference Proceedings).

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

  14. 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

  15. Published

    Attention: A Machine Learning Perspective. / 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

  16. Published

    Cognitive semantic networks: emotional verbs throw a tantrum but don't bite. / Petersen, Michael Kai; 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

  17. Published

    Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI. / Hansen, Toke Jansen; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    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. 76-83 (Lecture Notes in Computer Science, Vol. 7263).

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

  18. 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

  19. Published

    Get Mobile – The Smartphone Brain Scanner. / Stahlhut, Carsten; Stopczynski, Arkadiusz; Petersen, Michael Kai; Larsen, Jakob Eg; Hansen, Lars Kai.

    2012. Abstract from 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, CA, United States.

    Publication: Research - peer-review › Conference abstract for conference – Annual report year: 2012

  20. 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

  21. 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

  22. Submitted

    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. 197 p. (IMM-PhD-2012; No. 291).

    Publication: Research › Ph.d. thesis – Annual report year: 2013

  23. 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

  24. 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

  25. 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

  26. 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

  27. Published

    On an emotional node: modeling sentiment in graphs of action verbs. / Petersen, Michael Kai; Hansen, Lars Kai.

    In: 2012 International Conference on Audio, Language and Image Processing (ICALIP). 2012.

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

  28. 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

  29. Published

    Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    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. 256-263 (Lecture Notes in Computer Science, Vol. 7263).

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

  30. Published

    Structured Sparsity Regularization Approach to the EEG Inverse Problem. / Montoya-Martinez, Jair; Artes-Rodriguez, Antonio; Hansen, Lars Kai; Pontil, Massimiliano.

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

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

  31. Published

    Temporal constraints on visual perception: A psychophysical investigation of the relation between attention capture and the attentional blink. / Nielsen, Simon; Andersen, Tobias (Supervisor); Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2012. 44 p. (IMM-PHD-2012; No. 279).

    Publication: Research › Ph.d. thesis – Annual report year: 2012

  32. Published

    Visualization of Nonlinear Classification Models in Neuroimaging - Signed Sensitivity Maps. / Rasmussen, Peter Mondrup; Schmah, Tanya; Madsen, Kristoffer Hougaard; Lund, Torben E.; Yourganov, Grigori; Strother, Stephen C.; Hansen, Lars Kai.

    In: BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing. SciTePress, 2012. p. 254-263.

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

  33. 2011
  34. Published

    Mathematical modeling and visualization of functional neuroimages. / Rasmussen, Peter Mondrup; Hansen, Lars Kai (Main supervisor); Madsen, Kristoffer Hougaard (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2011. 149 p. (IMM-PHD-2011; No. 267).

    Publication: Research › Ph.d. thesis – Annual report year: 2012

  35. Published

    A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Journal of Machine Learning Research, Vol. 12, 2011, p. 2027-2044.

    Publication: Research - peer-review › Journal article – Annual report year: 2011

  36. Published

    A Randomized Heuristic for Kernel Parameter Selection with Large-scale Multi-class Data. / Hansen, Toke Jansen; Abrahamsen, Trine Julie; Hansen, Lars Kai.

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

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

  37. Published

    A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction. / Stopczynski, Arkadiusz; Larsen, Jakob Eg; Stahlhut, Carsten; Petersen, Michael Kai; Hansen, Lars Kai.

    In: Affective Computing and Intelligent Interaction: 4th International Conference, ACII 2011 Memphis, TN, USA, October 9-12, 2011 Proceedings, Part II. ed. / S. D ́Mello. Springer, 2011. p. 317-318 (Lecture Notes in Computer Science; No. 6975).

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

  38. Submitted

    Context-dependent literature search : a support for functional imaging coordinate-based databases. / Wilkowski, Bartlomiej; Hansen, Lars Kai.

    In: B M C Bioinformatics, 2011.

    Publication: Research - peer-review › Journal article – Annual report year: 2011

  39. Published

    Emotional nodes among lines of lyrics. / Petersen, Michael Kai; Hansen, Lars Kai.

    In: Proceedings of 9th IEEE Conference on automatic face and gesture recognition FG 2011. IEEE, 2011. p. 821-826.

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

  40. 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

  41. Submitted

    Functional Brain Imaging by EEG: A Window to the Human Mind. / Stahlhut, Carsten; Hansen, Lars Kai (Supervisor); Winther, Ole (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2011. (IMM-PHD-2011-254).

    Publication: Research › Ph.d. thesis – Annual report year: 2011

  42. Published

    Good Friends, Bad News - Affect and Virality in Twitter. / Hansen, Lars Kai; Arvidsson, Adam; Nielsen, Finn Årup; Colleoni, Elanor; Etter, Michael.

    In: Future Information Technology: 6th International Conference, FutureTech 2011 - Loutraki, Greece, June 28-30, 2011 - Proceedings, Part II. Springer, 2011. (Communications in Computer and Information Science; No. 185).

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

  43. Published

    How efficient is estimation with missing data?. / Karadogan, Seliz; Marchegiani, Letizia; Hansen, Lars Kai; Larsen, Jan.

    In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Prague : IEEE, 2011. p. 2260-2263.

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

  44. 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

  45. Published

    Large scale topic modeling made practical. / Wahlgreen, Bjarne Ørum; 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

  46. 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

  47. 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

  48. Published

    Regularized Pre-image Estimation for Kernel PCA De-noising : Input Space Regularization and Sparse Reconstruction. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Journal of Signal Processing Systems, Vol. 65, No. 3, 2011, p. 403-412.

    Publication: Research - peer-review › Journal article – Annual report year: 2011

  49. Published

    Semantic Approaches for Knowledge Discovery and Retrieval in Biomedicine. / Wilkowski, Bartlomiej; Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2011. 133 p. (IMM-PHD; No. 261).

    Publication: Research › Ph.d. thesis – Annual report year: 2011

  50. 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

  51. Published

    Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources. / Petersen, Michael Kai; Stahlhut, Carsten; Stopczynski, Arkadiusz; Larsen, Jakob Eg; Hansen, Lars Kai.

    In: Affective Computing and Intelligent Interaction: 4th International Conference, ACII 2011 Memphis, TN, USA, October 9-12, 2011 Proceedings, Part II. ed. / S. D ́Mello. Vol. 2 Springer, 2011. p. 578-587 (Lecture Notes in Computer Science; No. 6975).

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

  52. Published

    Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Pattern Recognition Letters, Vol. 32, No. 15, 2011, p. 2080-2085.

    Publication: Research - peer-review › Journal article – Annual report year: 2011

  53. Published

    The Role of Top-down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years. / Marchegiani, Letizia; Karadogan, Seliz; Andersen, Taja; Larsen, Jacob Norby; Hansen, Lars Kai; Dillon, Tharam; Ishbuchi, Hisao; Wani, Arif M.

    In: Tenth International Conference on Machine Learning and Applications. 2011.

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

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