Lars Kai Hansen

  1. 2014
  2. Published

    Bayesian Correlated Component Analysis for inference of joint EEG activation. / Poulsen, Andreas Trier; Kamronn, Simon Due; Parra, Lucas; Hansen, Lars Kai.

    2014. Paper presented at 4th International Workshop on Pattern Recognition in Neuroimaging, Tübingen, Germany.

    Publication: Research - peer-reviewPaper – Annual report year: 2014

  3. Submitted

    Brain Network Modelling. / Andersen, Kasper Winther; Hansen, Lars Kai (Main supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2014. 161 p. (DTU Compute PHD-2014; No. 326).

    Publication: ResearchPh.D. thesis – Annual report year: 2014

  4. Published

    EEG Source Reconstruction using Sparse Basis Function Representations. / Hansen, Sofie Therese; Hansen, Lars Kai.

    Proceedings of 4th International Workshop on Pattern Recognition in Neuroimaging. IEEE, 2014.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2014

  5. Published

    Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains. / Konvalinka, Ivana; Bauer, Markus; Stahlhut, Carsten; Hansen, Lars Kai; Roepstorff, Andreas; Frith, Chris D.

    In: NeuroImage, Vol. 94, 2014, p. 79–88.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  6. Published
  7. Published

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

    In: P L o S One, Vol. 9, No. 2, e86733, 2014.

    Publication: Research - peer-reviewJournal article – Annual report year: 2014

  8. 2013
  9. 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.

    2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013). IEEE, 2013. p. 560-563 (International Symposium on Biomedical Imaging. Proceedings).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  10. Published

    Dimensionality reduction for click-through rate prediction: Dense versus sparse representation. / Fruergaard, Bjarne Ørum; Hansen, Toke Jansen; Hansen, Lars Kai.

    Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013. 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  11. Published

    EEG Sequence Imaging: A Markov Prior for the Variational Garrote. / Hansen, Sofie Therese; Hansen, Lars Kai.

    Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging 2013. 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  12. Published

    Expansion of the Variational Garrote to a Multiple Measurement Vectors Model. / Hansen, Sofie Therese; Stahlhut, Carsten; Hansen, Lars Kai.

    Twelfth Scandinavian Conference on Artificial Intelligence. ed. / M. Jaeger. IOS Press, 2013. p. 105-114 (Frontiers in Artificial Intelligence and Applications, Vol. 257).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  13. 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-reviewJournal article – Annual report year: 2013

  14. 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.

    In: Journal of Cognitive Neuroscience, Vol. Supplement, 2013, p. 260.

    Publication: Research - peer-reviewConference abstract in journal – Annual report year: 2013

  15. Published

    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. 168 p. (PHD-2013; No. 299).

    Publication: ResearchPh.D. thesis – Annual report year: 2013

  16. Published

    Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. / Arenas-Garcia, J.; Petersen, K.; Camps-Valls, G.; Hansen, Lars Kai.

    In: I E E E - Signal Processing Magazine, Vol. 30, No. 4, 2013, p. 16-29.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  17. Published

    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: ResearchPh.D. thesis – Annual report year: 2013

  18. Published

    Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote. / Andersen, Michael Riis; Hansen, Sofie Therese; Hansen, Lars Kai.

    2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2013. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  19. Published

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

    2013 International Winter Workshop on Brain-Computer Interface (BCI). IEEE, 2013. p. 6-7.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  20. Published

    Sparse Source EEG Imaging with the Variational Garrote. / Hansen, Sofie Therese; Stahlhut, Carsten; Hansen, Lars Kai.

    2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI). IEEE, 2013. p. 106-109.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  21. Published

    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.

    2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). IEEE, 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  22. Published
  23. Published

    Variance inflation in high dimensional Support Vector Machines. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Pattern Recognition Letters, Vol. 34, No. 16, 2013, p. 2173-2180.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  24. 2012
  25. 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-reviewPaper – Annual report year: 2012

  26. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  27. 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.

    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-reviewArticle in proceedings – Annual report year: 2012

  28. 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-reviewJournal article – Annual report year: 2011

  29. Published

    Attention: A Machine Learning Perspective. / Hansen, Lars Kai.

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  30. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  31. Published

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

    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-reviewArticle in proceedings – Annual report year: 2012

  32. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  33. Published

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

    Kgs. Lyngby : Technical University of Denmark, 2012. 128 p. (IMM-PHD-2012; No. 254).

    Publication: ResearchPh.D. thesis – Annual report year: 2012

  34. 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-reviewConference abstract for conference – Annual report year: 2012

  35. 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.

    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-reviewArticle in proceedings – Annual report year: 2012

  36. Published

    Identifying modular relations in complex brain networks. / Andersen, Kasper Winther; Mørup, Morten; Siebner, Hartwig; Madsen, Kristoffer H.; 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-reviewArticle in proceedings – Annual report year: 2012

  37. 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: ResearchPh.D. thesis – Annual report year: 2013

  38. 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-reviewArticle in proceedings – Annual report year: 2012

  39. 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-reviewJournal article – Annual report year: 2012

  40. 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-reviewJournal article – Annual report year: 2011

  41. Published
  42. 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-reviewArticle in proceedings – Annual report year: 2012

  43. 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-reviewPaper – Annual report year: 2012

  44. 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-reviewArticle in proceedings – Annual report year: 2012

  45. 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-reviewArticle in proceedings – Annual report year: 2012

  46. 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: ResearchPh.D. thesis – Annual report year: 2012

  47. 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.

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  48. 2011
  49. 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: ResearchPh.D. thesis – Annual report year: 2012

  50. 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-reviewJournal article – Annual report year: 2011

  51. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  52. 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.

    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-reviewArticle in proceedings – Annual report year: 2011

  53. Submitted
  54. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  55. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  56. Published

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

    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-reviewArticle in proceedings – Annual report year: 2011

  57. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  58. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  59. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  60. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  61. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  62. 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-reviewJournal article – Annual report year: 2011

  63. 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: ResearchPh.D. thesis – Annual report year: 2011

  64. Published
  65. 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.

    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-reviewArticle in proceedings – Annual report year: 2011

  66. 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-reviewJournal article – Annual report year: 2011

  67. 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; Xue-wen Chen; Dillon, Tharam; Ishbuchi, Hisao; Jian Pei; Haixun Wang; Wani, Arif M.

    Tenth International Conference on Machine Learning and Applications. 2011.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

  68. Published

    The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry’s Experiment after Sixty Years. / Marchegiani, Letizia; Karadogan, Seliz; Andersen, Tobias; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the tenth International Conference on Machine Learning and Applications (ICMLA'11). IEEE, 2011.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  69. Published

    Top-down attentionwith features missing at random. / Karadogan, Seliz; Marchegiani, Letizia; Larsen, Jan; Hansen, Lars Kai.

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  70. Published

    Visualization of nonlinear kernel models in neuroimaging by sensitivity maps. / Rasmussen, Peter Mondrup; Madsen, Kristoffer Hougaard; Lund, Torben Ellegaard; Hansen, Lars Kai.

    In: NeuroImage, Vol. 55, No. 3, 2011, p. 1120-1131.

    Publication: Research - peer-reviewJournal article – Annual report year: 2011

  71. Published

    What to measure next to improve decision making? On top-down task driven feature saliency. / Hansen, Lars Kai; Karadogan, Seliz; Marchegiani, Letizia.

    2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB). IEEE, 2011.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  72. 2010
  73. Published

    Modeling media as latent semantics based on cognitive components. / Petersen, Michael Kai; Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2010. (IMM-PHD-2009-222).

    Publication: ResearchPh.D. thesis – Annual report year: 2010

  74. Published

    On the time required for identification of visual objects. / Petersen, Anders; Andersen, Tobias (Supervisor); Hansen, Lars Kai (Supervisor); Kyllingsbæk, Søren (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark, DTU Informatics, Building 321, 2010. (IMM-PHD-2010-224).

    Publication: ResearchPh.D. thesis – Annual report year: 2010

  75. Published

    Corrections in clinical Magnetic Resonance Spectroscopy and SPECT : Motion correction in MR spectroscopy Downscatter correction in SPECT. / de Nijs, Robin; Hansen, Lars Kai (Supervisor); Hanson, Lars G. (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2010. (IMM-PHD-2009-221).

    Publication: ResearchPh.D. thesis – Annual report year: 2010

  76. Published

    A Fast Kernel Based Searchlight Heuristic for Real-time fMRI. / Hansen, Toke Jansen; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    2010. Poster session presented at Human Brain Mapping 2010, .

    Publication: Research - peer-reviewPoster – Annual report year: 2010

  77. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  78. Published

    BredeQuery: Coordinate-Based Meta-analytic Search of Neuroscientific Literature from the SPM Environment. / Wilkowski, Bartlomiej; Szewczyk, Marcin Marek; Rasmussen, Peter Mondrup; Hansen, Lars Kai; Nielsen, Finn Årup.

    Biomedical Engineering Systems and Technologies: Communications in Computer and Information Science. Vol. 52 Berlin : Springer, 2010. p. 314-324.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  79. Published

    Estimating Human Predictability From Mobile Sensor Data. / Jensen, Bjørn Sand; Larsen, Jakob Eg; Jensen, Kristian; Larsen, Jan; Hansen, Lars Kai.

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  80. 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-reviewConference abstract for conference – Annual report year: 2010

  81. 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-reviewPoster – Annual report year: 2010

  82. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  83. Published

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

    2010. Abstract from 24th Annual Conference on Neural Information Processing Systems, Vancouver, Canada.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  84. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2011

  85. Published

    Modeling lyrics as emotional semantics. / Petersen, Michael Kai; Hansen, Lars Kai.

    Modeling lyrics as emotional semantics. 2010.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  86. Published

    MuZeeker - Adapting a music search engine for mobile phones. / Larsen, Jakob Eg; Halling, Søren Christian; Sigurdsson, Magnus Kristinn; Hansen, Lars Kai.

    Mobile Multimedia Processing: Fundamentals, Methods, and Applications. Springer, 2010. p. 154-169 (Lecture Notes in Computer Science; No. 5960).

    Publication: Research - peer-reviewBook chapter – Annual report year: 2010

  87. Published

    Predictability of Mobile Phone Associations. / Jensen, Bjørn Sand; Larsen, Jan; Hansen, Lars Kai; Larsen, Jakob Eg; Jensen, Kristian.

    21st European Conference on Machine Learning: Mining Ubiquitous and Social Environments Workshop. 2010.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2010

  88. E-pub ahead of print

    Probabilistic Algorithm for Electromagnetic Brain Imaging with Spatio-Temporal and Forward Model Priors. / Stahlhut, Carsten; Wipf, David; Attias, Hagai T.; Hansen, Lars Kai; Nagarajan, Srikantan S.

    2010.

    Publication: Research - peer-reviewReport – Annual report year: 2010

  89. Published

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

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

    Publication: ResearchReport – Annual report year: 2010

  90. Published

    Sparseness in predictive models is associated with reduced pattern reproducibility. / Rasmussen, Peter Mondrup; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    2010. Abstract from 16th Annual Meeting of the Organization for Human Brain Mapping, Barcelona, Spain.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  91. Published

    Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. / Stahlhut, Carsten; Attias, Hagai Thomas; Wipf, David; Hansen, Lars Kai; Nagarajan, Srikantan S.

    In: Lecture Notes in Computer Science, Vol. 6357, 2010, p. 157-164.

    Publication: Research - peer-reviewConference article – Annual report year: 2010

  92. Published

    Visualization of nonlinear kernel models in neuroimaging by sensitivity maps. / Rasmussen, Peter Mondrup; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    2010. Abstract from 16th Annual Meeting of the Organization for Human Brain Mapping, Barcelona, Spain.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2010

  93. 2009
  94. Published

    Context based multimedia information retrieval. / Mølgaard, Lasse Lohilahti; Hansen, Lars Kai (Supervisor); Larsen, Jan (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2009. (IMM-PHD-2009-218).

    Publication: ResearchPh.D. thesis – Annual report year: 2009

  95. Published

    Adaptive Text Entry for Mobile Devices. / Proschowsky, Morten Smidt; Schultz, Nette (Supervisor); Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2009. (IMM-PHD-2008-209).

    Publication: ResearchPh.D. thesis – Annual report year: 2009

  96. Published
  97. Published

    Structure Learning in Audio. / Nielsen, Andreas Brinch; Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby, Denmark : Technical University of Denmark, DTU Informatics, Building 321, 2009. (IMM-PHD-2008-208).

    Publication: ResearchPh.D. thesis – Annual report year: 2009

  98. Published

    A Neural Network Model of the Visual Short-Term Memory. / Petersen, Anders; Kyllingsbæk, Søren; Hansen, Lars Kai; Andersen, Tobias.

    International Conference on Cognitive Modeling. 2009.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  99. Submitted

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

    In: Journal of Machine Learning Research, 2009.

    Publication: Research - peer-reviewJournal article – Annual report year: 2009

  100. 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-reviewJournal article – Annual report year: 2009

  101. Published

    Bayesian non-negative matrix factorization. / Schmidt, Mikkel Nørgaard; Winther, Ole; Hansen, Lars Kai.

    Proceedings of the International Conference on Independent Component Analysis and Signal Separation. 2009.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  102. Published

    Bridging the gap between coordinate- and keyword- based search of neuroscientific databases by UMLS-assisted semantic keyword extraction. / Wilkowski, Bartlomiej; Szewczyk, Marcin Marek; Hansen, Lars Kai.

    NeuroImage: Supplement 1. Vol. 47 2009.

    Publication: Research - peer-reviewConference abstract in proceedings – Annual report year: 2009

  103. Published

    COORDINATE-BASED META-ANALYTIC SEARCH FOR THE SPM NEUROIMAGING PIPELINE : The BredeQuery plugin for SPM5. / Wilkowski, Bartlomiej; Szewczyk, Marcin; Rasmussen, Peter Mondrup; Hansen, Lars Kai; Nielsen, Finn Årup.

    HEALTHINF 2009: Proceedings of the Second International Conference on Health Informatics. Portugal : Institute for Systems and Technologies of Information, Control and Communication, 2009. p. 11-17.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  104. Published

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

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

    Publication: Research - peer-reviewConference abstract in proceedings – Annual report year: 2009

  105. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  106. Published

    Input Space Regularization Stabilizes Pre-images for Kernel PCA De-noising. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  107. 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-reviewPoster – Annual report year: 2009

  108. 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-reviewPoster – Annual report year: 2009

  109. Published

    Motion Correction of Single-Voxel Spectroscopy by Independent Component Analysis Applied to Spectra From Nonanesthetized Pediatric Subjects. / de Nijs, Robin; Miranda, Maria J.; Hansen, Lars Kai; Hanson, Lars G.

    In: Magnetic Resonance in Medicine, Vol. 62, No. 5, 2009, p. 1147-1154.

    Publication: Research - peer-reviewJournal article – Annual report year: 2009

  110. Published

    Semantic Contours in Tracks Based on Emotional Tags. / Petersen, Michael Kai; Hansen, Lars Kai; Butkus, Andrius.

    Computer Music Modeling and Retrieval.: Genesis of Meaning in Sound and Music. Vol. Volume 5493/2010 1st. ed. Springer, 2009. p. 45-66 (Lecture Notes in Computer Science: Information Systems and Applications; No. 5493).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  111. Published

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

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

    Publication: ResearchArticle in proceedings – Annual report year: 2009

  112. Published

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

    Sparse but emotional decomposition of lyrics. 2009.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  113. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  114. Published
  115. Published

    Towards a Neural Network Model of the Visual Short-Term Memory. / Petersen, Anders; Kyllingsbæk, Søren; Hansen, Lars Kai.

    Towards a Neural Network Model of the Visual Short-Term Memory. 2009.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  116. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  117. Published

    Unified ICA-SPM analysis of fMRI experiments : Implementation of an ICA graphical user interface for the SPM pipeline. / Bjerre, Troels; Henriksen, Jonas; Nielsen, Carsten Haagen; Rasmussen, Peter Mondrup; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    Biosignals 2009: Proceedings Of The International Conference on Bio-Inspired Systems and Signal Processing. Springer Publishing Company, 2009. p. 316-321.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2009

  118. 2008
  119. Published

    Cognitive Component Analysis. / Feng, Ling; Hansen, Lars Kai (Supervisor).

    2008. (IMM-PHD-2008-196).

    Publication: ResearchPh.D. thesis – Annual report year: 2008

  120. Published

    Detection of Weather Radar Clutter. / Bøvith, Thomas; Nielsen, Allan Aasbjerg (Supervisor); Hansen, Lars Kai (Supervisor).

    2008. (IMM-PHD-2008-201).

    Publication: ResearchPh.D. thesis – Annual report year: 2008

  121. Published

    Modelling Brain Tissue using Magnetic Resonance Imaging. / Dyrby, Tim Bjørn; Hansen, Lars Kai (Supervisor).

    2008. (IMM-PHD-2008-200).

    Publication: ResearchPh.D. thesis – Annual report year: 2008

  122. Published

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

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

    Publication: ResearchPh.D. thesis – Annual report year: 2008

  123. 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-reviewJournal article – Annual report year: 2008

  124. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  125. Published

    Bayesian model comparison in nonlinear BOLD fMRI hemodynamics. / Jacobsen, Danjal Jakup; Hansen, Lars Kai; Madsen, Kristoffer Hougaard.

    In: Neural Computation, Vol. 20, No. 3, 2008, p. 738-755.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  126. Published

    Biclique communities. / Jørgensen, Sune Lehmann; Hansen-Schwartz, Martin; Hansen, Lars Kai.

    In: Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), Vol. 78, No. 1, 2008, p. 016108.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  127. Published

    Introduction to the Issue on fMRI Analysis for Human Brain Mapping. / Adali, T.; Wang, Z.J.; McKeown, M.J.; Ciuciu, P.; Hansen, Lars Kai; Cichocki, A.; Calhoun, V.D.

    In: IEEE Journal of Selected Topics in Signal Processing, Vol. 2, No. 6, 2008, p. 813-816.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  128. Published

    Is Cognitive Activity of Speech Based On Statistical Independence?. / Feng, Ling; Hansen, Lars Kai.

    Proccedings of the 30th Meeting of the Cognitive Science Society (CogSci'08). Cognitive Science Society, Inc., 2008. p. 1197-1202.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  129. Published

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

    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-reviewArticle in proceedings – Annual report year: 2008

  130. Published

    MuZeeker : a domain specific Wikipedia-based search engine. / Halling, Søren Christian; Sigurdsson, Magnus Kristinn; Larsen, Jakob Eg; Knudsen, Søren; Hansen, Lars Kai.

    Mobile Multimedia Processsing: Fundamentals, Methods, and Applications. Springer Science+Business Media B.V., 2008. (The First International Workshop on Mobile Multimedia Processing; No. 1).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  131. Published

    On Phonemes As Cognitive Components of Speech. / Feng, Ling; Hansen, Lars Kai.

    The 1st IAPR Workshop on Cognitive Information Processing. 2008.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  132. 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-reviewJournal article – Annual report year: 2008

  133. Published

    Segmentation of age-related white matter changes in a clinical multi-center study. / Dyrby, Tim B.; Rostrup, E.; Baare, W.F.C.; van Straaten, E.C.W.; Barkhof, F.; Vrenken, H.; Ropele, S.; Schmidt, R.; Erkinjuntti, T.; Wahlund, L.O.; Pantoni, L.; Inzitari, D.; Paulson, O.B.; Hansen, Lars Kai; Waldemar, G.

    In: NeuroImage, Vol. 41, No. 2, 2008, p. 335-345.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  134. Published

    Semantic analysis of links in the musical Wikipedia. / Mølgaard, Lasse Lohilahti; Hansen, Lars Kai; Larsen, Jan.

    2008. 7 p.

    Publication: ResearchReport – Annual report year: 2008

  135. 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-reviewJournal article – Annual report year: 2008

  136. Published

    Structure learning by pruning in independent component analysis. / Nielsen, Andreas Brinch; Hansen, Lars Kai.

    In: Neurocomputing, Vol. 71, No. 10-12, 2008, p. 2281-2290.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  137. Published

    Synchronization and comparison of Lifelog audio recordings. / Nielsen, Andreas Brinch; Hansen, Lars Kai.

    IEEE Workshop on Machine Learning for Signal Processing, 2008.: MLSP 2008. IEEE, 2008. p. 474-479.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  138. Published

    Theorems on Positive Data: On the Uniqueness of NMF. / Lauerberg, Hans; Christensen, Mads Græsbøll; Pumbley, Mark; Hansen, Lars Kai; Jensen, Søren Holdt.

    In: Computational Intelligence and Neuroscience, Vol. 2008, 764206, 2008, p. 10.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  139. Published

    Use and Subtleties of Saddlepoint Approximation for Minimum Mean-Square Error Estimation. / Beierholm, Thomas; Nuttall, Albert H.; Hansen, Lars Kai.

    In: IEEE Transactions on Information Theory, Vol. 54, No. 12, 2008, p. 5778-5787.

    Publication: Research - peer-reviewJournal article – Annual report year: 2008

  140. Published

    VOCAL SEGMENT CLASSIFICATION IN POPULAR MUSIC. / Feng, Ling; Nielsen, Andreas Brinch; Hansen, Lars Kai.

    Proceedings of the Ninth International Conference on Music Information Retrieval (ISMIR2008). ISMIR, 2008. p. 121-126.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2008

  141. 2007
  142. Published

    Algorithms for Source Separation - with Cocktail Party Applications. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai (Supervisor).

    Kgs. Lyngby, Denmark, 2007. (IMM-PHD-2008-181).

    Publication: ResearchPh.D. thesis – Annual report year: 2007

  143. Published
  144. Published

    Regularized Statistical Analysis of Anatomy. / Sjöstrand, Karl; Larsen, Rasmus (Supervisor); Hansen, Lars Kai (Supervisor).

    2007. (IMM-PHD; No. 182).

    Publication: ResearchPh.D. thesis – Annual report year: 2007

  145. Published

    The Structure of Complex Networks. / Jørgensen, Sune Lehmann; Hansen, Lars Kai (Supervisor).

    2007. (IMM-PHD; No. 176).

    Publication: ResearchPh.D. thesis – Annual report year: 2007

  146. Published

    Hemodynamic modelling of BOLD fMRI - A machine learning approach. / Jacobsen, Danjal Jakup; Hansen, Lars Kai (Supervisor).

    2007. (IMM-PHD; No. 173).

    Publication: ResearchPh.D. thesis – Annual report year: 2007

  147. Published

    Castsearch - Context Based Spoken Document Retrieval. / Mølgaard, Lasse Lohilahti; Jørgensen, Kasper Winther; Hansen, Lars Kai.

    IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007.. Vol. 4 IEEE, 2007.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  148. Published

    Cognitive componets of speech at different time scales. / Feng, Ling; Hansen, Lars Kai.

    Twenty-Ninth Meeting of the Cognitive Science Society (CogSci'07). 2007. p. 983-988.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  149. Published

    Convolutive ICA for Spatio-Temporal Analysis of EEG. / Dyrholm, Mads; Makeig, Scott; Hansen, Lars Kai.

    In: Neural Computation, Vol. 19, 2007, p. 934-955.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  150. Published

    Deterministic Modularity Optimization. / Jørgensen, Sune Lehman; Hansen, Lars Kai.

    In: The European Physical Journal B, Vol. 60, No. 1, 2007, p. 83-88.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  151. Published

    Discovering Music Structure via Similarity Fusion. / Arenas-García, Jerónimo; Parrado-Hernandez, Emilio; Meng, Anders; Larsen, Jan; Hansen, Lars Kai.

    2007. Poster session presented at NIPS Workshop : Music, Brain & Cognition: Learning the Structure of Music and its Effects on the Brain, .

    Publication: ResearchPoster – Annual report year: 2007

  152. Published

    Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. / Lukic, Ana S.; Wernick, Miles N.; Yang, Yongui; Hansen, Lars Kai; Arfanakis, Konstantinos; Strother, Stephen C.

    In: I E E E Transactions on Medical Imaging, Vol. 26, No. 8, 2007, p. 1058-1068.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  153. 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-reviewJournal article – Annual report year: 2007

  154. Published

    Learning and clean-up in a large scale music database. / Hansen, Lars Kai; Lehn-Schiøler, Tue; Petersen, Kaare Brandt; Arenas-Garcia, Jeronimo; Larsen, Jan; Jensen, Søren Holdt.

    EUSIPCO 2007. 2007.

    Publication: ResearchArticle in proceedings – Annual report year: 2007

  155. Published

    Model selection for convolutive ICA with an application to spatiotemporal analysis of EEG. / Dyrholm, Mads; Makeig, S.; Hansen, Lars Kai.

    In: Neural Computation, Vol. 19, No. 4, 2007, p. 934-955.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  156. Published

    Multivariate strategies in functional magnetic resonance imaging. / Hansen, Lars Kai.

    In: Brain and Language, Vol. 102, No. 2, 2007, p. 186-191.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  157. Published

    NMF on positron emission tomography. / Bödvarsson, Bjarni; Hansen, Lars Kai; Svarer, Claus; Knudsen, Gitte.

    IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007.. CASSP : CASSP, 2007.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  158. Published

    On affine non-negative matrix factorization. / Laurberg, Hans; Hansen, Lars Kai.

    ICASSP 2007, Hawaii, USA. IEEE, 2007.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  159. Published

    On the relevance of spectral features for instrument classification. / Nielsen, Andreas Brinch; Sigurdsson, Sigurdur; Hansen, Lars Kai; Arenas-García, Jerónimo.

    IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. Vol. 2 Hawaii : IEEE, 2007. p. 485-488.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  160. 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-reviewJournal article – Annual report year: 2007

  161. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  162. Published

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

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

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  163. Published

    Temporal feature integration for music genre classification. / Meng, Anders; Ahrendt, Peter; Larsen, Jan; Hansen, Lars Kai.

    In: I E E E Transactions on Audio, Speech and Language Processing, Vol. 15, No. 5, 2007, p. 1654-1664.

    Publication: Research - peer-reviewJournal article – Annual report year: 2007

  164. Published

    Unveiling Music Structure Via PLSA Similarity Fusion. / Arenas-García, Jerónimo; Meng, Anders; Petersen, Kaare Brandt; Lehn-Schiøler, Tue; Hansen, Lars Kai; Larsen, Jan.

    2007 IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING. Formerly the IEEE Workshop on Neural Networks for Signal Processing, August 27-29, 2007, Thessaloniki, Greece. IEEE, 2007. p. 419-424.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2007

  165. 2006
  166. Published

    Independent Component Analysis in a convoluted world. / Dyrholm, Mads; Hansen, Lars Kai (Supervisor).

    2006. (IMM-PHD-2006-158).

    Publication: ResearchPh.D. thesis – Annual report year: 2006

  167. Published

    Music Genre Classification Systems - A Computational Approach. / Ahrendt, Peter; Hansen, Lars Kai (Supervisor).

    2006. (IMM-PHD-2006-164).

    Publication: ResearchPh.D. thesis – Annual report year: 2006

  168. Published

    Temporal Feature Integration for Music Organisation. / Meng, Anders; Larsen, Jan (Supervisor); Hansen, Lars Kai (Supervisor).

    2006. (IMM-PHD-2006-165).

    Publication: ResearchPh.D. thesis – Annual report year: 2006

  169. Published

    Approaches to better context modeling and categorization. / Madsen, Rasmus Elsborg; Hansen, Lars Kai (Supervisor); Larsen, Jan (Supervisor).

    2006. (IMM-PHD-2005-155).

    Publication: ResearchPh.D. thesis – Annual report year: 2006

  170. Published

    Tomographic reconstruction using anatomy and regularization. / Høgh-Rasmussen, Esben; Hansen, Lars Kai (Supervisor).

    2006. (IMM-PHD-2005-156).

    Publication: ResearchPh.D. thesis – Annual report year: 2006

  171. Published

    Adaptive regularization of noisy linear inverse problems. / Hansen, Lars Kai; Madsen, Kristoffer Hougaard; Lehn-Schiøler, Tue.

    Eusipco. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  172. Published

    A functional meta-analytic atlas with non-negative partial least squares. / Nielsen, Finn Årup; Hansen, Lars Kai; Balslev, Daniela.

    2006.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2006

  173. Published

    A functional meta-analytic atlas with non-negative partial least squares. / Nielsen, Finn Årup (Author); Hansen, Lars Kai (Author); Balslev, Daniela (Author).

    2006. 12th Annual Meeting of the Organization for Human Brain Mapping, 01/01/06.

    Publication: Research - peer-reviewSound/Visual production (digital) – Annual report year: 2006

  174. Published

    A Genre Classification Plug-in for Data Collection. / Lehn-Schiøler, Tue; Arenas-García, Jerónimo; Petersen, Kaare Brandt; Hansen, Lars Kai.

    ISMIR. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  175. Published

    Blind separation of more sources than sensors in convolutive mixtures. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai.

    International Conference on Acoustics, Speech and Signal Processing. Vol. 5 IEEE, 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  176. Published

    Cogito Componentiter - Ergo Sum. / Hansen, Lars Kai; Feng, Ling.

    2006. Poster session presented at 6th International Conference of Independent Component Analysis and Blind Signal Separation, Charleston, SC, United States.

    Publication: ResearchPoster – Annual report year: 2006

  177. Published

    Cogito Componentiter Ergo Sum. / Hansen, Lars Kai; Feng, Ling.

    ICA2006 - 6th International Conference on Independent Component Analysis and Blind Source Separation. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  178. Published

    Data mining a functional neuroimaging database for functional segregation in brain regions. / Nielsen, Finn Årup; Balslev, Daniela; Hansen, Lars Kai.

    Proceedings fra den 15. Danske Konference i Mønstergenkendelse og Billedanalyse. ed. / Søren I. Olsen. The Department of Computer Science, University of Copenhagen, 2006.

    Publication: ResearchArticle in proceedings – Annual report year: 2006

  179. 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-reviewReport – Annual report year: 2006

  180. Published

    Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. / Bøvith, Thomas; Nielsen, Allan Aasbjerg; Hansen, Lars Kai; Gill, Rashpal S.; Overgaard, Søren.

    Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS) 2006. IEEE, 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  181. Published

    Detecting weather radar clutter using satellite-based nowcasting products. / Jensen, Thomas B.S.; Gill, Rashpal S.; Overgaard, Søren; Hansen, Lars Kai; Nielsen, Allan Aasbjerg.

    Proceedings of the Fourth European Conference on Radar in Meteorology and Hydrology (ERAD) 2006. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  182. 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-reviewReport – Annual report year: 2006

  183. Published

    Extraction of time activity curves from positron emission tomography: K-means clustering or non-negative matrix factorization. / Bodvarsson, B.; Morkebjerg, M.; Hansen, Lars Kai; Knudsen, G.M.; Svarer, C.

    In: NeuroImage, Vol. 31, 2006, p. T185-T186.

    Publication: Research - peer-reviewConference abstract in journal – Annual report year: 2006

  184. Published

    fMRI Neuroinformatics. / Nielsen, Finn Årup; Christensen, Mark Schram; Madsen, Kristoffer M.; Lund, Torben E.; Hansen, Lars Kai.

    In: I E E E Engineering in Medicine and Biology Magazine, Vol. 25, No. 2, 2006, p. 112-119.

    Publication: Research - peer-reviewJournal article – Annual report year: 2006

  185. Published
  186. Published

    Identification of non-linear models of neural activity in bold fmri. / Jacobsen, Daniel Jakup; Madsen, Kristoffer Hougaard; Hansen, Lars Kai.

    3rd IEEE International Symposium on Biomedical Imaging: Macro to Nano. IEEE, 2006. p. 952-955.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  187. Published

    Linear State-space Models for Blind Source Separation. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai.

    In: Journal of Machine Learning Research, Vol. 7, 2006, p. 2585-2602.

    Publication: Research - peer-reviewJournal article – Annual report year: 2006

  188. Published

    MIRANDA - Music Information Retrieval And Data Acquisition. / Lehn-Schiøler, Tue; Petersen, Kaare Brandt; Hansen, Lars Kai.

    2006.

    Publication: Research - peer-reviewReport – Annual report year: 2006

  189. Published

    Model structure selection in convolutive mixtures. / Dyrholm, Mads; Makeig, Scott; Hansen, Lars Kai.

    6th International Conference on Independent Component Analysis and Blind Source Separation. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  190. Published

    Model structure selection in convolutive mixtures. / Dyrholm, Mads; Makeig, S.; Hansen, Lars Kai.

    In: Lecture Notes in Computer Science, Vol. 3889, 2006, p. 74-81.

    Publication: Research - peer-reviewJournal article – Annual report year: 2006

  191. Published

    NIPS Workshop: Advances in Acoustic Models. / Feng, Ling; Hansen, Lars Kai.

    2006. Abstract from NIPS Workshop: Advances in Acoustic Models, Whistler, Canada, .

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 2006

  192. Published

    On Low-level Cognitive Components of Speech. / Feng, Ling; Hansen, Lars Kai.

    International Conference on Computational Intelligence for Modelling. Vol. 2 IEEE, 2006. p. 852-857.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2005

  193. Published

    Optimal filtering of dynamics in short-time features for music organization. / Arenas-García, Jerónimo; Larsen, Jan; Hansen, Lars Kai; Meng, Anders.

    7th International Conference on Music Information Retrieval (ISMIR 2006). 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  194. 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-reviewJournal article – Annual report year: 2006

  195. Published

    Phonemes as short time cognitive components. / Feng, Ling; Hansen, Lars Kai.

    International Conference on Acoustics, Speech and Signal Processing (ICASSP'06). 2006. p. 869-872.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  196. Published

    Pitch Based Sound Classification. / Nielsen, Andreas Brinch; Hansen, Lars Kai; Kjems, U.

    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings.. Vol. 3 IEEE, 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  197. Published
  198. Published

    Segmentation of Age-Related White-Matter Changes in a large-scale, multi-centre study. / Dyrby, Tim B.; Rostrup, Egill; Straaen, E. C. W. van; Barkhof, F.; Ropele, S.; Hansen, Lars Kai; Waldemar, Gunhild.

    Proceeding International Society for Magnetic Resonance in Medicine: On the behalf on the LADIS. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  199. Published

    Sound Search Engine Concept. / Lehmann, Sune (Author); Petersen, Kaare Brandt (Author); Lehn-Schiøler, Tue (Author); Hansen, Lars Kai (Author); Larsen, Jan (Author); Sigurdsson, Sigurdur (Author); Garcia, Jeronimo (Author).

    2006. Richard Petersens Plads, Building 321, 2800 Kongens Lyngby, Denmark : Informatics and Mathematical Modelling, Technical University of Denmark.

    Publication: ResearchInteractive production – Annual report year: 2006

  200. Published

    Sparse kernel orthonormalized PLS for feature extraction in large datasets. / Arenas-García, Jerónimo; Petersen, Kaare Brandt; Hansen, Lars Kai.

    NIPS 2006. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  201. Published

    Structure Learning by Pruning in Independent Component Analysis. / Kjems, Andreas; Hansen, Lars Kai.

    2006.

    Publication: Research - peer-reviewReport – Annual report year: 2006

  202. Published

    Unsupervised Speaker Change Detection for Broadcast News Segmentation. / Jørgensen, Kasper Winther; Mølgaard, Lasse Lohilahti; Hansen, Lars Kai.

    Eusipco. 2006.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2006

  203. 2005
  204. Published

    A harmonic excitation state-space approach to blind separation of speech. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai.

    Advances in Neural Information Processing Systems. MIT Press, 2005. p. 993-1000.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2005

  205. Published

    A New Database for Speaker Recognition. / Feng, Ling; Hansen, Lars Kai.

    2005.

    Publication: Research - peer-reviewReport – Annual report year: 2005

  206. Published

    Deformable Models for Eye Tracking. / Vester-Christensen, Martin; Leimberg, Denis; Ersbøll, Bjarne Kjær; Hansen, Lars Kai.

    Den 14. Danske Konference i Mønstergenkendelse og Billedanalyse. 2005.

    Publication: ResearchArticle in proceedings – Annual report year: 2005

  207. Published

    Heuristics for speeding up gaze estimation. / Leimberg, Denis; Vester-Christensen, Martin; Ersbøll, Bjarne Kjær; Hansen, Lars Kai.

    Proc. Svenska Symposium i Bildanalys, SSBA 2005, Malmø, Sweden. SSBA, 2005.

    Publication: ResearchArticle in proceedings – Annual report year: 2005

  208. Published

    Making Faces - State-Space Models Applied to Multi-Modal Signal Processing. / Lehn-Schiøler, Tue; Hansen, Lars Kai (Supervisor).

    2005. (IMM-PHD-2005-146).

    Publication: ResearchPh.D. thesis – Annual report year: 2005

  209. Published

    Mapping from Speech to Images Using Continuous State Space Models. / Lehn-Schiøler, Tue; Hansen, Lars Kai; Larsen, Jan.

    Lecture Notes in Computer Science. Springer, 2005.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2005

  210. Published

    Mining the posterior cingulate: Segregation between memory and pain components. / Nielsen, Finn Årup; Balslev, Daniela; Hansen, Lars Kai.

    In: NeuroImage, Vol. 27, No. 3, 2005, p. 520-532.

    Publication: Research - peer-reviewJournal article – Annual report year: 2005

  211. Published

    On Low-level Cognitive Components of Speech. / Feng, Ling; Hansen, Lars Kai.

    2005.

    Publication: Research - peer-reviewReport – Annual report year: 2005

  212. Published

    On the Slow Convergence of EM and VBEM in Low-Noise Linear Models. / Petersen, Kaare Brandt; Winther, Ole; Hansen, Lars Kai.

    In: Neural Computation, Vol. 17, No. 9, 2005, p. 1921-1926.

    Publication: Research - peer-reviewJournal article – Annual report year: 2005

  213. Published

    Stilhed før fremtiden. / Hansen, Lars Kai.

    In: Jyllandspostens kronik, 12. november, 2005, p. 2.

    Publication: CommunicationJournal article – Annual report year: 2005

  214. Published

    Towards Cognitive Component Analysis. / Hansen, Lars Kai; Ahrendt, Peter; Larsen, Jan.

    AKRR'05 -International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning: Pattern Recognition Society of Finland, Finnish Artificial Intelligence Society, Finnish Cognitive Linguistics Society. 2005.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2005

  215. Published

    Towards emotion modeling based on gaze dynamics in generic interfaces. / Vester-Christensen, Martin; Leimberg, Denis; Ersbøll, Bjarne Kjær; Hansen, Lars Kai.

    HCI International, 11th International Conference on Human-Computer Interaction, Las Vegas, USA. 2005.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2005

  216. 2004
  217. Published
  218. Published

    Assessing the reproducibility in sets of Talairach coordinates. / Nielsen, Finn Årup; Hansen, Lars Kai.

    NeuroImage: 10th Annual Meeting of the Organization for Human Brain Mapping, HBM 2004. 2004.

    Publication: ResearchArticle in proceedings – Annual report year: 2004

  219. Published

    CICAAR - Convolutive ICA with an Auto-Regressive Inverse Model. / Dyrholm, Mads; Hansen, Lars Kai.

    Independent Component Analysis and Blind Signal Separation. Springer, 2004. p. 594-601.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  220. Published

    Convolutive ICA (c-ICA) captures complex spatio-temporal EEG activity. / Dyrholm, Mads; Hansen, Lars Kai; Wang, Li; Arendt-Nielsen, Lars; Chen, Andrew C.N.

    10th annual meeting of the organization for human brain mapping. 2004.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  221. 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-reviewJournal article – Annual report year: 2004

  222. Published

    Detection of skin cancer by classification of Raman spectra. / Sigurdsson, Sigurdur; Philipsen, Peter Alshede; Hansen, Lars Kai; Larsen, Jan; Gniadecka, Monika; Wulf, Hans Christian.

    In: I E E E Transactions on Biomedical Engineering, Vol. 51, No. 10, 2004, p. 1784 - 1793.

    Publication: Research - peer-reviewJournal article – Annual report year: 2004

  223. Published

    Enhanced Context Recognition by Sensitivity Pruned Vocabularies. / Madsen, Rasmus Elsborg; Sigurdsson, Sigurdur; Hansen, Lars Kai.

    Proceedings of 17th International Conference on Pattern Recognition (ICPR 2004). 2004. p. 483-486.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  224. Published

    Estimating the number of sources in a noisy convolutive mixture using BIC. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai.

    5th International Conference on Independent Component Analysis and Blind Signal Separation. Springer, 2004. p. 618-625.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  225. Published

    Finding related functional neuroimaging volumes. / Nielsen, Finn Årup; Hansen, Lars Kai.

    In: Artificial Intelligence in Medicine, Vol. 30, No. 2, 2004, p. 141-151.

    Publication: Research - peer-reviewJournal article – Annual report year: 2004

  226. Published

    Learning with Uncertainty - Gaussian Processes and Relevance Vector Machines. / Candela, Joaquin Quinonero; Hansen, Lars Kai (Supervisor).

    2004.

    Publication: ResearchPh.D. thesis – Annual report year: 2004

  227. Published

    Melanoma Diagnosis by Raman Spectroscopy and Neural Networks: Structure Alterations in Proteins and Lipids in Intact Cancer Tissue. / Gniadecka, Monika; Philipsen, Peter Alshede; Sigurdsson, Sigurdur; Wessel, Sonja; Nielsen, Ole Faurskov; Christensen, Daniel Højgaard; Hercogova, Jana; Rossen, Kristian; Thomsen, Henrik Klem; Gniadecki, Robert; Hansen, Lars Kai; Wulf, Hans Christian.

    In: Journal of Investigative Dermatology, Vol. 122, No. 2, 2004, p. 443-449.

    Publication: Research - peer-reviewJournal article – Annual report year: 2004

  228. Published

    Meta-analytic clustering of molecular neuroimaging studies. / Nielsen, Finn Årup; Svarer, Claus; Hansen, Lars Kai; Knudsen, Gitte Moos.

    Neurodag 2004. 2004.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  229. Published

    Meta-analytic clustering of molecular neuroimaging studies. / Nielsen, Finn Årup; Svarer, Claus; Hansen, Lars Kai; Knudsen, Gitte Moos.

    2004. Poster session presented at Neurodag 2004, .

    Publication: ResearchPoster – Annual report year: 2004

  230. Published

    Mining for associations between text and brain activation in a functional neuroimaging database. / Nielsen, Finn Årup; Hansen, Lars Kai; Balslev, D.

    In: Neuroinformatics, Vol. 2, No. 4, 2004, p. 369-379.

    Publication: Research - peer-reviewJournal article – Annual report year: 2004

  231. Published

    Mining Posterior Cingulate. / Nielsen, Finn Årup; Balslev, Daniela; Hansen, Lars Kai.

    NeuroImage: Presented at the 10th Annual Meeting of the Organization for Human Brain Mapping, June 14-17, 2004, Bupapest, Hungary.. 2004.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  232. Published

    Networking real and virtual brains. / Hansen, Lars Kai.

    BRIDGING from technology to society: DTU 1829-2004 - 175 år. ed. / Kristian Stubkjær; Tine Kortenbach. Kgs.Lyngby : Technical University of Denmark, 2004. p. 166-175.

    Publication: Research - peer-reviewBook chapter – Annual report year: 2004

  233. Published

    Optimizing the fMRI data-processing pipeline using prediction and reproducibility performance metrics: I. A preliminary group analysis. / Strother, Stephen C.; Conte, Stephen La; Hansen, Lars Kai.

    In: NeuroImage, Vol. 23, No. supplement 1, 2004, p. S196-S207.

    Publication: Research - peer-reviewJournal article – Annual report year: 2004

  234. Published

    Part-of-Speech Enhanced Context Recognition. / Madsen, Rasmus Elsborg; Hansen, Lars Kai.

    IEEE International Workshop onMachine Learning for Signal ProcessingFormerly the IEEE Workshop on Neural Networks for Signal ProcessingSeptember 29 - October 1, Sao Luis, Brazil. 2004.

    Publication: ResearchArticle in proceedings – Annual report year: 2004

  235. Published

    Part-of-Speech Enhanced Context Recognition. / Madsen, Rasmus Elsborg; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of IEEE Workshop on Machine Learning for Signal Processing XIV. IEEE Press, 2004. p. 635-644.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  236. Published

    Probabilistic blind deconvolution of non-stationary sources. / Olsson, Rasmus Kongsgaard; Hansen, Lars Kai.

    12th European Signal Processing Conference. 2004. p. 1697-1700.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  237. Published

    Probabilistic Partial Least Squares: How many factors?. / Nielsen, Frederik Brink; Hansen, Lars Kai; Strother, Stephen C.

    10th Annual Meeting of the Organization for Human Brain Mapping (HBM 2004). 2004.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  238. Published

    Pruning the vocabulary for better context recognition. / Madsen, Rasmus Elsborg; Sigurdsson, Sigurdur; Hansen, Lars Kai; Larsen, Jan.

    Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.. Vol. 2 IEEE, 2004.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  239. Published

    Semi-blind Source Separation Using Head-related Transfer Functions. / Pedersen, Michael Syskind; Hansen, Lars Kai; Kjems, Ulrik; Rasmussen, Karsten Bo.

    2004. Poster session presented at IEEE International Conference on Acoustics, Speech, and Signal Processing 2004, Montreal, Quebec, Canada.

    Publication: ResearchPoster – Annual report year: 2004

  240. Published

    Semi-blind Source Separation Using Head-Related Transfer Functions. / Pedersen, Michael Syskind; Hansen, Lars Kai; Kjems, Ulrik; Rasmussen, Karsten Bo.

    Proceedings of the International Conference on Acoustics, Speech, and Signal Processing 2004. 2004. p. 713-716.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  241. Published

    Testing for difference between two groups of functional neuroimaging experiments. / Nielsen, Finn Årup; Chen, Andrew C. N.; Hansen, Lars Kai.

    Den 13. Danske Konference i Mønstergenkendelse og Billedanalyse. Department of Computer Science, University of Copenhagen (DIKU), 2004.

    Publication: ResearchArticle in proceedings – Annual report year: 2004

  242. Published

    Vocabulary Pruning for Improved Context Recognition. / Madsen, Rasmus Elsborg; Sigurdsson, Sigurdur; Hansen, Lars Kai; Larsen, Jan.

    Proceedings of the International Joint Conference on Neural Networks: special session on machine learning for text mining. IEEE Press, 2004. p. 80-85.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2004

  243. 2003
  244. Published
  245. Published
  246. Published

    A prediction matrix approach to convolutive ICA. / Hansen, Lars Kai; Dyrholm, Mads; Molina et al., C. (Editor).

    Proceedings of IEEE Workshop on Neural Networks for Signal Processing XIII Toulouse, France, Sept. 17-19, 2003. IEEE Press, 2003. p. 249-258.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  247. Published

    Bayesian multichannel tracking of periodic signals: A new way to detemine the running speed of mechanical systems. / Pedersen, Thorkild Find; Hansen, Lars Kai.

    Seventh International Symposium on Signal Processing and its Applications ISSPA 2003 1-4 July 2003, Paris, France. 2003.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  248. Published

    Brain mapping of cold/pain vs. heat/pain: A 3D VRTM analyses on the published PET/fMRI data. / Chen, Andrew C. N.; Kold, Jørgen; Arendt-Nielsen, Lars; Hansen, Lars Kai; Nielsen, Finn Årup.

    9th Annual Meeting of the Organization for Human Brain Mapping, HBM 2003, June 18-22, New York, USA. p. Poster No. 803. 2003.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  249. Published

    Color segmentation of skin lesions with the generalizable Gaussian mixture model. / Sigurdsson, Sigurdur; Hansen, Lars Kai; Drzewiecki, Krzysztof.

    2003.

    Publication: ResearchReport – Annual report year: 2003

  250. Published

    Estimating and suppressing background in Raman spectra with an artificial neural network. / Sigurdsson, Sigurdur; Larsen, Jan; Philipsen, Peter Alshede; Gniadecka, Monika; Wulf, Hans Christian; Hansen, Lars Kai.

    2003.

    Publication: ResearchReport – Annual report year: 2003

  251. Published

    ICA if fMRI based on a convolutive mixture model. / Hansen, Lars Kai.

    Ninth Annual Meeting of the Organization for Human Brain Mapping, (HBM), New York, June. 2003.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  252. Published

    ICA of Functional MRI Data: An Overview. / Calhoun, Vince D.; Adali, Tülay; Hansen, Lars Kai; Larsen, Jan; Pekar, James J.

    Fourth International Symposium on Independent Component Analysis and Blind Source Separation, Nara, Japan. 2003. p. 281-288.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  253. Published

    Identifying black dots in dermatoscopic images using template matching. / Sigurdsson, Sigurdur; Hansen, Lars Kai; Drzewiecki, Krzysztof.

    2003.

    Publication: Research - peer-reviewReport – Annual report year: 2003

  254. Published

    Independent Component Analysis for fMRI: What is Signal and What is Noise?. / McKeown, Martin; Hansen, Lars Kai; Sejnowski, Terrence J.

    In: Current Opinion in Neurobiology, Vol. 13, No. 5, 2003, p. 620-629.

    Publication: Research - peer-reviewJournal article – Annual report year: 2003

  255. Published

    Independent Component Analysis in Multimedia Modeling. / Larsen, Jan; Hansen, Lars Kai; Kolenda, Thomas; Nielsen, Finn Årup; Amari et al., Shun-ichi (Editor).

    Fourth International Symposion on Independent Component Analysis and Blind Source Separation. 2003. p. 687-696.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  256. Published

    Monaural ICA of white noise mixtures is hard. / Hansen, Lars Kai; Petersen, Kaare Brandt.

    Proceedings of ICA'2003 Fourth Int. Symp on Independent Component Analysis and Blind Signal Separation, Nara Japan, April 4,. 2003. p. 815-820.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2003

  257. Published

    The Evaluation of Preprocessing Choices in Single-Subject BOLD fMRI Using NPAIRS Performance Metrics. / Stephen, LaConte; Rottenberg, David; Strother, Stephen; Anderson, Jon; Muley, Suraj; Ashe, James; Frutiger, Sally; Rehm, Kelly; Hansen, Lars Kai; Yacoub, Essa; Hu, Xiaping.

    In: NeuroImage, Vol. 18, No. 1, 2003, p. 10-27.

    Publication: Research - peer-reviewJournal article – Annual report year: 2003

  258. 2002
  259. Published
  260. Published
  261. Published

    Analysis of functional neuroimages using ICA with adaptive binary sources. / Højen-Sørensen, Pedro; Winther, Ole; Hansen, Lars Kai.

    In: Neurocomputing, Vol. 49, No. 1-4, 2002, p. 213-225.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  262. Published

    An ica algorithm for analyzing multiple data sets. / Lukic, Ana S.; Wernick, Miles N.; Hansen, Lars Kai; Strother, Stephen C.

    IEEE International Conference on Image Processing.. IEEE, 2002. p. 821-824.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  263. Published

    A Spatially Robust ICA Algorithm for Multiple fMRI Data Sets. / Lukic, Ana S.; Wernick, Miles N.; Hansen, Lars Kai; Strother, Stephen C.

    IEEE International Symposium on Biomedical Imaging. 2002.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  264. Published

    Automatic anatomical labeling of Talairach coordinates and generation of volumes of interest via tbe BrainMap database. / Nielsen, Finn Årup; Hansen, Lars Kai.

    Presented at the 8th International Conference on Functional Mapping of the Human Brain, June 2--6, 2002, Sendai, Japan. 2002.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  265. Published

    Cluster analysis of activity-time series in motor learning. / Balslev, Daniela; Nielsen, Finn Årup; Frutiger, Sally A.; Sidtis, John J.; Christiansen, Torben; Svarer, Claus; Strother, Stephen C.; Rottenberg, David A.; Hansen, Lars Kai; Paulson, Olaf B.; Law, Ian.

    In: Human Brain Mapping, Vol. 15, No. 3, 2002, p. 135-145.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  266. Published

    Clustering of Sun Exposure Measurements. / Have, Anna Szynkowiak; Larsen, Jan; Hansen, Lars Kai; Philipsen, Peter Alshede; Thieden, Elisabeth; Wulf, Hans Christian.

    Proceedings of IEEE Workshop on Neural Networks for Signal Processing XII, Matigny, Valais, Switzerland, Sept. 4-6. IEEE Press, 2002. p. 727-735.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  267. Published
  268. Published

    Den arbejdende hjerne - hvordan kan den se ud?. / Paulson, Olaf B.; Born, Peter; Bundesen, Claus; Gade, Anders; Gerlach, Christian; Hansen, Lars Kai; Holm, Søren; Jensen, Mikkel; Kyllingsbæk, Søren; Larsen, Axel; Law, Ian; Rostrup, Egill; Svarer, Claus.

    In: Ugeskrift for Laeger, Vol. 164, 2002, p. 2267-2275.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  269. Published

    DTU:Toolbox. / Kolenda, Thomas (Author); Sigurdsson, Sigurdur (Author); Winther, Ole (Author); Hansen, Lars Kai (Author); Larsen, Jan (Author).

    2002. ISP Group, Informatics and Mathematical Modelling, Tehcnical University of Denmark.

    Publication: Research - peer-reviewComputer programme – Annual report year: 2002

  270. Published

    Exploring fMRI Data for Periodic Signal Components. / Hansen, Lars Kai; Nielsen, Finn Årup; Larsen, Jan.

    In: Artificial Intelligence in Medicine, Vol. 25, No. 1, 2002, p. 25-44.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  271. Published

    Finding related functional neuroimaging volumes. / Nielsen, Finn Årup; Hansen, Lars Kai.

    Presented at the 8th International Conference on Functional Mapping of the Human Brain, June 2--6, 2002, Sendai, Japan. Available on CD-ROM. Academic Press, Incorporated, 2002.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  272. Published

    Hjernen i computeren: Computeren i hjernen. / Lautrup, Benny E.; Hansen, Lars Kai.

    Homo sapiens 2.0 : når teknologien kryber ind under huden. Gad, 2002.

    Publication: Research - peer-reviewBook chapter – Annual report year: 2002

  273. Published

    Improved Deconvolution for Perfusion Quantification. / Andersen, Irene Klærke; Marstrand, J. R.; Hansen, Lars Kai.

    10'th Ann. Meeting of the Int. Soc. Mag. Res. in Medicine. 2002.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  274. Published

    Independent component analysis for understanding multimedia content. / Kolenda, Thomas; Hansen, Lars Kai; Larsen, Jan; Winther, Ole; Bourlard et al., H. (Editor).

    Proceedings of IEEE Workshop on Neural Networks for Signal Processing XII, Martigny, Valais, Switzerland, Sept. 4-6. IEEE Press, 2002. p. 757-766.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  275. Published

    Mean Field Approaches to Independent Component Analysis. / Højen-Sørensen, Pedro; Winther, Ole; Hansen, Lars Kai.

    In: Neural Computation, Vol. 14, No. 4, 2002, p. 889-918.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  276. Published

    Modeling of activation data in the BrainMapTM database: Detection of outliers. / Nielsen, Finn Årup; Hansen, Lars Kai.

    In: Human Brain Mapping, Vol. 15, No. 3, 2002, p. 146-156.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  277. Published

    Neuroimaging of human pain and virtual reality modelling. / Chen, Andrew C. N.; Nielsen, Finn Årup; Hansen, Lars Kai; Reisin et al., R. C. (Editor).

    Advances in Clinical Neurophysiology, vol. 54. Elsevier Science, 2002. p. 156-162.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  278. Published

    Outlier estimation and detection: Application to Skin Lesion Classification. / Sigurdsson, Sigurdur; Larsen, Jan; Hansen, Lars Kai; Philipsen, Peter Alshede; Wulf, Hans Christian.

    International conference on acoustics, speech and signal processing, May 13-17. IEEE, 2002. p. 1049-1052.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  279. Published

    Perfusion Quantification Using Gaussian Process Deconvolution. / Andersen, Irene Klærke; Have, Anna Szynkowiak; Rasmussen, Carl Edward; Hansson, Lars; Marstrand, J. R.; Larsson, Henrik B.W.; Hansen, Lars Kai.

    In: Magnetic Resonance in Medicine, Vol. 48, No. 2, 2002, p. 351-361.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  280. Published
  281. Published

    Testing competing hypotheses about single trial fMRI. / Hansen, Lars Kai; Purushotham, Archana; Kim, Seong-Ge.

    Exploratory Analysis and Data Modeling in Functional Neuroimaging. MIT Press, 2002. p. 49-62.

    Publication: Research - peer-reviewBook chapter – Annual report year: 2002

  282. Published

    The Quantitative Evaluation of Functional Neuroimaging Experiments: Mutual Information Learning Curves. / Kjems, Ulrik; Hansen, Lars Kai; Anderson, Jon.

    In: NeuroImage, Vol. 15, No. 4, 2002, p. 772-786.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  283. Published

    The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS. / Strother, Stephen C.; Anderson, Jon; Hansen, Lars Kai.

    In: NeuroImage, Vol. 15, No. 4, 2002, p. 747-771.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  284. Published

    Time Series Prediction Based on the Relevance Vector Machine with Adaptive Kernels. / Quinonero, Joaquin; Hansen, Lars Kai.

    International Conference on Acoustics, Speech, and Signal Processing. 2002. p. 985-988.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2002

  285. Published

    Webmining: Learning from the World Wide Web. / Larsen, Jan; Hansen, Lars Kai; Have, Anna Szynkowiak; Christiansen, Torben; Kolenda, Thomas.

    In: Computational Statistics & Data Analysis, Vol. 38, No. 4, 2002, p. 517-532.

    Publication: Research - peer-reviewJournal article – Annual report year: 2002

  286. 2001
  287. Published

    A Probabilistic Neural Network Framework for Detection of Malignant Melanoma. / Hintz-Madsen, Mads; Hansen, Lars Kai; Larsen, Jan; Drzewiecki, K.T.

    Artificial Neural Networks in Cancer Diagnosis, Prognosis and Patient Management. 2001. p. 141-183.

    Publication: Research - peer-reviewBook chapter – Annual report year: 2001

  288. Published

    Author cocitation analysis of articles from "NeuroImage". / Nielsen, Finn Årup; Hansen, Lars Kai; Friston et al., Karl J. (Editor).

    7th Annual Meeting of the Organization for Human Brain Mapping (HBM2001), Brighton, UK, 2001 June 10-14. Academic Press, Incorporated, 2001.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  289. Published

    Blind Detection of Independent Dynamic Components. / Hansen, Lars Kai; Larsen, Jan; Kolenda, Thomas.

    IEEE International Conference on Acoustics, Speech, and Signal Processing 2001. Vol. 5 2001. p. 3197-3200.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  290. Published

    Consensus Inference in Neuroimaging. / Hansen, Lars Kai; Nielsen, Finn Årup; Strother, Stephen C.; Lange, Nicholas.

    In: NeuroImage, Vol. 13, No. 6, 2001, p. 1212-1218.

    Publication: Research - peer-reviewJournal article – Annual report year: 2001

  291. Published

    Dynamic components of linear stable mixtures from fractional low order moments. / Fabricius, Thomas; Kidmose, Preben; Hansen, Lars Kai.

    Proceedings of International Conference on Acoustics, Speech and Signal Processing, ICASSP2001. Vol. 6 IEEE Press, 2001. p. 3957-3960.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  292. Published

    Ensemble Learning and Linear Response Theory for ICA. / Højen-Sørensen, Pedro; Winther, Ole; Hansen, Lars Kai; Leen et al., T.K. (Editor).

    Advances in Neural Information Processing Systems 13. MIT Press, 2001. p. 542-548.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  293. Published

    Feature-Space Clustering for fMRI Meta-Analysis. / Goutte, Cyril; Hansen, Lars Kai; Liptrot, Mathew G.; Rostrup, Egill.

    In: Human Brain Mapping, Vol. 13, No. 3, 2001, p. 165-183.

    Publication: Research - peer-reviewJournal article – Annual report year: 2001

  294. Published

    Hierarchical Clustering for Datamining. / Have, Anna Szynkowiak; Larsen, Jan; Hansen, Lars Kai; Babs et al., N. (Editor).

    Proceedings of KES-2001 Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied. 2001.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  295. Published

    Imputating missing values in diary records of sun-exposure study. / Have, Anna Szynkowiak; Philipsen, Peter Alshede; Larsen, Jan; Hansen, Lars Kai; Thieden, E.; Wulf, H. C.

    Proceedings of The IEEE Signal Processing Society Workshop on Neural Networks for Signal Processing XI. IEEE Press, 2001. p. 489-498.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  296. Published

    Mean Field Implementation of Bayesian ICA. / Højen-Sørensen, Pedro; Hansen, Lars Kai; Winther, Ole.

    Proceedings of 3rd International Conference on Independent Component Analysis and Blind Signal Separation (ICA2001). Institute of Neural Computation, 2001.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  297. Published

    Modeling of location in the BrainMap database: Detection of outliers. / Nielsen, Finn Årup; Hansen, Lars Kai; Kjems, Ulrik.

    NeuroImage, 13(6, part 2), June, HBM2001, Brighton, UK, June 10-14. 2001.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  298. Published

    Modelling the fMRI response using smooth FIR filters. / Nielsen, Finn Årup; Goutte, Cyril; Hansen, Lars Kai.

    In: NeuroImage, Vol. 13, No. 6, 2001, p. S210.

    Publication: Research - peer-reviewJournal article – Annual report year: 2001

  299. Published

    Scientific discovery using genetic programming. / Keijzer, Maarten; Hansen, Lars Kai (Supervisor).

    2001. (IMM-PHD-2001-92).

    Publication: ResearchPh.D. thesis – Annual report year: 2001

  300. Published

    Signal Detection using ICA: Application to Chat Room Topic Spotting. / Kolenda, Thomas; Hansen, Lars Kai; Larsen, Jan.

    Third International Conference on Independent Component Analysis and Blind Source Separation. 2001. p. 540-545.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2001

  301. 2000
  302. Published

    Bayesian Averaging is Well-Temperated. / Hansen, Lars Kai; et al, S. Solla . (Editor).

    Advances in Neural Information Processing Systems 1999. MIT Press, 2000. p. 265-271.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2000

  303. Published

    Bayesian Modelling of fMRI Time Series. / Højen-Sørensen, Pedro; Hansen, Lars Kai; Rasmussen, Carl Edward.

    Proceedings of NIPS 99. Denver, 2000. p. 754-760.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2000

  304. Published

    Comparison of voxel- and volume-of-interest-based analyses in FDG PET scans of HIV positive and healthy individuals. / Liow, J. S.; Rehm, K.; Strother, S. C.; Anderson, R. R.; Mørch, Niels J.S.; Hansen, Lars Kai.

    In: Journal of Nuclear Medicine, Vol. 41, No. 4, 2000, p. 612-621.

    Publication: Research - peer-reviewJournal article – Annual report year: 2000

  305. Published

    Experiences with Matlab and VRML in Functional Neuroimaging Visualizations. / Nielsen, Finn Årup; Hansen, Lars Kai.

    Visualization Development Environments (VDE2000). Princeton Plasma Physics Laboratory, 2000.

    Publication: ResearchArticle in proceedings – Annual report year: 2000

  306. Published

    Modeling text with generalizable Gaussian mixtures. / Hansen, Lars Kai; Sigurdsson, Sigurdur; Kolenda, Thomas; Nielsen, Finn Årup; Kjems, Ulrik; Larsen, Jan.

    IEEE Procedings of Acoustics, Speech, and Signal Processing. Vol. 6 Istanbul, Turkey : IEEE, 2000. p. 3494-3497.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2000

  307. Published

    Modeling the hemodynamic response in fMRI using smooth FIR filters. / Goutte, Cyril; Nielsen, Finn Årup; Hansen, Lars Kai.

    In: I E E E Transactions on Medical Imaging, Vol. 19, No. 12, 2000, p. 1188-1201.

    Publication: Research - peer-reviewJournal article – Annual report year: 2000

  308. Published

    Modelling the heamodynamic response in fMRI with smooth FIR filters. / Goutte, Cyril; Nielsen, Finn Årup; Hansen, Lars Kai.

    In: I E E E Transactions on Medical Imaging, Vol. 19, No. 12, 2000, p. 1188-.

    Publication: Research - peer-reviewJournal article – Annual report year: 2000

  309. Published
  310. Published

    On Comparison of Adaptive Regularization Methods. / Sigurdsson, Sigurdur; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the 2000 IEEE Signal Processing Society Workshop. Vol. 1 Sydney, NSW : IEEE, 2000. p. 221-230.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2000

  311. Published

    On Independent Component Analysis for Multimedia Signals. / Hansen, Lars Kai; Larsen, Jan; Kolenda, Thomas.

    Multimedia Image and Video Processing. 2000. p. 175-199.

    Publication: Research - peer-reviewBook chapter – Annual report year: 2000

  312. Published

    On the Independent Components of Functional Neuroimages. / Petersen, K.; Hansen, Lars Kai; Kolenda, Thomas; Rostrup, E.

    Third International Conference on Independent Component Analysis and Blind Source Separation. 2000. p. 615-620.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2000

  313. 1999
  314. Published

    A probabilistic framework for classification of dermatoscopic images. / Hintz-Madsen, Mads; Hansen, Lars Kai (Supervisor); Larsen, Jan (Supervisor).

    1999. 156 p. (IMM-PHD-1998-57).

    Publication: ResearchPh.D. thesis – Annual report year: 1999

  315. Published

    Reconstruction and restoration of PET images. / Philipsen, Peter Alshede; Hansen, Lars Kai (Supervisor).

    1999. 134 p. (IMM-PHD-1998-55).

    Publication: ResearchPh.D. thesis – Annual report year: 1999

  316. Published

    A Bayesian aproach to estimating activation in fMRI time series. / Sørensen, Pedro Højen; Hansen, Lars Kai; Rostrup, Egil.

    NeuroImage 9(6). Academic Press, Incorporated, 1999.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1999

  317. Published

    A New Unix Toolbox for Non-linear Warping of MR Brain Images Applied to a 15-0 Water PET Functional Experiment. / Kjems, Ulrik; Strother, S.C.; Anderson, J.; Hansen, Lars Kai.

    NeuroImage, Vol. 9, No. 6, Part 2/2. 1999.

    Publication: ResearchArticle in proceedings – Annual report year: 1999

  318. Published

    Artificial Neural Network Model for fMRI Timeseries and a Framework for Comparison of Convolution Models. / Nielsen, Finn Årup; Goutte, Cyril; Hansen, Lars Kai.

    Proceedings of the 5th Int. Conference on Functional Mapping of the Human Brain. 1999.

    Publication: ResearchArticle in proceedings – Annual report year: 1999

  319. Published

    Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals. / Andersen, Lars Nonboe; Au, Whitlow; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the IEEE Workshop on Neural Networks for Signal Processing IX. Piscataway : IEEE, 1999. p. 477-486.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1999

  320. Published

    Enhancing the Multivariate Signal of 15-0 water PET Studies With a New Non-Linear Neuroanatomical Registration Algorithm. / Kjems, Ulrik; Strother, S.C.; Anderson, J.; Law, I.; Hansen, Lars Kai.

    In: I E E E Transactions on Medical Imaging, Vol. 18, 1999, p. 306-319.

    Publication: Research - peer-reviewJournal article – Annual report year: 1999

  321. Published

    Enhancing the Multivariate Signal of 15O water PET Studies With a New Non-Linear Neuroanatomical Registration Algorithm. / Kjems, Ulrik; Storther, Stephen C.; Anderson, Jon; Law, Ian; Hansen, Lars Kai.

    In: I E E E Transactions on Medical Imaging, Vol. 18, No. 4, 1999, p. 306-319.

    Publication: Research - peer-reviewJournal article – Annual report year: 1999

  322. Published

    Feature space clustering for fMRI meta-analysis.. / Goutte, Cyril; Hansen, Lars Kai; Liptrot, Matthew George; Rostrup, E.

    1999. 46 p.

    Publication: Research - peer-reviewReport – Annual report year: 1999

  323. Published

    Generalizable Patterns in Neuroimaging: How Many Principal Components?. / Hansen, Lars Kai; Larsen, Jan; Nielsen, Finn Årup; Strother, S.C.; Rostrup, E.; Savoy, R.; Lange, N.; Sidtis, J.J.; Svarer, C.; Paulson, O.B.

    In: NeuroImage, Vol. 9, No. 5, 1999, p. 534-544.

    Publication: Research - peer-reviewJournal article – Annual report year: 1999

  324. Published

    Lyngby - a Modeler´s Matlab Toolbox for Spatio-Temporal Analysis of Functional Neuroimages. / Hansen, Lars Kai; Nielsen, Finn Årup; Toft, Peter Aundal; Liptrot, Matthew George; Goutte, Cyril; Strother, S.C.; Lange, N.; Gade, A.; Rottenberg, D.A.; Paulson, O.B.

    Proceedings of the 5th Int. Conference on Functional Mapping of the Human Brain. 1999.

    Publication: ResearchArticle in proceedings – Annual report year: 1999

  325. Published

    On clustering fMRI time series. / Goutte, Cyril; Toft, Peter Aundal; Rostrup, E.; Nielsen, Finn Årup; Hansen, Lars Kai.

    In: NeuroImage, Vol. 9, No. 3, 1999, p. 298-310.

    Publication: Research - peer-reviewJournal article – Annual report year: 1999

  326. Published

    On Condition Monitoring of Exhaust Values in Marine Diesel Engines. / Fog, Torben L.; Hansen, Lars Kai; Larsen, Jan; Hansen, H.S.; Madsen, L.B.; Sørensen, P.; Hansen, E.R.; Pedersen, P.S.

    Proceedings of the 1999 IEEE Workshop on Neural Networks for Signal Processing IX. Piscataway : IEEE, 1999. p. 554-563.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1999

  327. Published

    Plurality and Resemblance in fMRI Data Analysis. / Lange, N.; Strother, S.C.; Anderson, J.R.; Nielsen, Finn Årup; Holmes, A.P.; Kolenda, Thomas; Savoy, R.; Hansen, Lars Kai.

    In: NeuroImage, Vol. 10, No. 3, 1999, p. 282-303.

    Publication: Research - peer-reviewJournal article – Annual report year: 1999

  328. Published

    Sonar discrimination of cylinders from different angles using neural networks neural networks. / Andersen, Lars Nonboe; Au, Whiwlow; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing. Vol. 2 IEEE, 1999. p. 1121-1124.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1999

  329. 1998
  330. Published

    A Multivariate Approach to Functional Neuro Modeling. / Mørch, Niels J.S.; Hansen, Lars Kai (Supervisor).

    1998. (IMM-PHD-1998-47).

    Publication: ResearchPh.D. thesis – Annual report year: 1998

  331. Published

    Adaptive Regularization in Neural Network Modeling. / Larsen, Jan; Svarer, Claus; Andersen, Lars Nonboe; Hansen, Lars Kai.

    Neural Networks: Tricks of the Trade. Springer-Verlag, 1998. p. 113-132.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  332. Published

    An Empirical Study of Statistical Model Complexity in Neuro-fMRI. / Lange, N.; Hansen, Lars Kai; Anderson, J.R.; Nielsen, Finn Årup; Savoy, R.; KIM, S-G.; Strother, S.C.

    NeuroImage. Academic Press, Incorporated, 1998.

    Publication: ResearchArticle in proceedings – Annual report year: 1998

  333. Published
  334. Published

    Canonical Ridge Analysis with Ridge Parameter Optimization. / Nielsen, Finn Årup; Hansen, Lars Kai; Strother, Stephen C.; Paus, T. (Editor); Gjedde, A. (Editor); Evans, A. (Editor).

    1998. Abstract from 4th International Conference on Functional Mapping of the Human Brain, Montreal, Canada.

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 1998

  335. Published

    Canonical Ridge Analysis with Ridge Parameter Optimization. / Nielsen, Finn Årup; Hansen, Lars Kai; Strother, S.

    NeuroImage. Academic Press, Incorporated, 1998.

    Publication: ResearchArticle in proceedings – Annual report year: 1998

  336. Published

    Delay analysis of fMRI time series. / Goutte, Cyril; Hansen, Lars Kai; Savoy, R.; Strother, Stephen C.

    Proceedings of the 4th Int.Conf. on Functional Mapping of the Human Brain, NeuroImage 7:4, part 2. Academic Press, Incorporated, 1998.

    Publication: ResearchArticle in proceedings – Annual report year: 1998

  337. Published

    Design of Robust Neural Network Classifiers. / Larsen, Jan; Andersen, Lars Nonboe; Hintz-Madsen, Mads; Hansen, Lars Kai.

    Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on. Vol. 2 IEEE, 1998. p. 1205-1208.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  338. Published

    Interactive Information Visualization in Neuroimaging. / Nielsen, Finn Årup; Hansen, Lars Kai.

    Workshop on New Paradigms in Information Visualization and Manipulation (NPIV'97). New York : ACM Press, 1998. p. 62-65.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  339. Published

    Lyngby - A toolbox for functional neuroimaging. / Nielsen, Finn Årup (Author); Toft, Peter (Author); Liptrot, Matthew George (Author); Hansen, Lars Kai (Author).

    1998. Informatics and Mathematical Modelling, Technical University of Denmark.

    Publication: Research - peer-reviewComputer programme – Annual report year: 1998

  340. Published

    Neural Classifier Construction using Regularization, Pruning. / Hintz-Madsen, Mads; Hansen, Lars Kai; Larsen, Jan; Pedersen, Morten With; Larsen, M.

    In: Neural Networks, Vol. 11, No. 9, 1998, p. 1659-1670.

    Publication: Research - peer-reviewJournal article – Annual report year: 1998

  341. Published

    Neural Networks in Functional Neuroimaging. / Hansen, Lars Kai; Mørch, Niels J.S.; Nielsen, Finn Årup.

    Proceedings of NORSIG´98, IEEE Nordic Signal Processing Symposium. Aalborg : Aalborg University, 1998. p. 1-8.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  342. Published

    Neuroinformatics based on VRML. / Nielsen, Finn Årup; Hansen, Lars Kai.

    Neuro Imaging. Academic Press, Incorporated, 1998.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  343. Published

    On Clustering fMRI time series. / Goutte, Cyril; Toft, Peter Aundal; Rostrup, Egill; Nielsen, Finn Årup; Hansen, Lars Kai.

    1998. 33 p.

    Publication: Research - peer-reviewReport – Annual report year: 1998

  344. Published

    On small sample experiments in neuroimaging. / Goutte, Cyril; Hansen, Lars Kai.

    1998. 25 p.

    Publication: Research - peer-reviewReport – Annual report year: 1998

  345. Published

    Optimized Combination, Regularization, and Pruning in Parallel Consensual Neural Networks. / Benediktsson, J.A.; Larsen, Jan; Sveinsson, J.R.; Hansen, Lars Kai.

    Proceedings of European Symposium on Remote Sensing, vol. 3500. 1998.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  346. Published

    Quantitative analysis of ultrasound B-mode images of carotid atherosclerotic plaque: correlation with visual classification and histological examination. / Wilhjelm, Jens E.; Grønholdt, Marie-Louise; Wiebe, Brit; Jespersen, Søren Kragh; Hansen, Lars Kai; Sillesen, Henrik.

    In: I E E E Transactions on Medical Imaging, Vol. 17, No. 6, 1998, p. 910-922.

    Publication: Research - peer-reviewJournal article – Annual report year: 1998

  347. Published

    Source Separation in Short Image Sequences using Delayed Correlation. / Hansen, Lars Kai; Larsen, Jan.

    Proceedings of NORSIG´98, IEEE Nordic Signal Processing Symposium Vigsø. Aalborg : Aalborg University, 1998. p. 253-256.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1998

  348. Published

    Space-time analysis of fMRI by feature space clustering. / Goutte, Cyril; Nielsen, Finn Årup; Svarer, C.; Rostrup, E.; Hansen, Lars Kai.

    NeuroImage. Academic Press, Incorporated, 1998.

    Publication: ResearchArticle in proceedings – Annual report year: 1998

  349. 1997
  350. Published

    Optimization of recurrent neural networks for time series modeling. / Pedersen, Morten With; Hansen, Lars Kai (Supervisor); Larsen, Jan (Supervisor).

    1997. 322 p. (IMM-PHD-1997-37).

    Publication: ResearchPh.D. thesis – Annual report year: 1997

  351. Published

    Activation pattern reproducibility: Measuring the effects of group size and data analysis models. / Strother, S.C.; Lange, N.; Anderson, J.R.; Schaper, K.A.; Rehm, K.; Hansen, Lars Kai; Rottenberg, D.A.

    In: Human Brain Mapping, Vol. 5, No. 4, 1997, p. 312-316.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  352. Published

    Adaptive Regularization in Neural Network Modelling. / Larsen, Jan; Svarer, C; Andersen, Lars Nonboe; Hansen, Lars Kai; Orr, G.B. (Editor); Muller, K. (Editor); Caruana, R. (Editor).

    Springer-Verlag, 1997.

    Publication: Research - peer-reviewBook – Annual report year: 1997

  353. Published

    Adaptive Regularization of Neural Classifiers. / Andersen, Lars Nonboe; Larsen, Jan; Hansen, Lars Kai; Hintz-Madsen, Mads; Principe, J (Editor); Giles, L. (Editor); Morgan, N. (Editor); Wilson, E (Editor).

    Proceedings of the IEEE Workshop on Neural Networks for Signal Processing VII. Piscataway, New Jersey : IEEE, 1997. p. 24-33.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1997

  354. Published

    Comparison of two convolution models for fMRI time series. / Nielsen, Finn Årup; Hansen, Lars Kai; Toft, Peter Aundal; Goutte, Cyril; Lange, Nick; Strother, Stephen C.; Mørch, Niels J.S.; Svarer, Claus; Savoy, Robert; Rosen, Bruce; Rostrup, Egill; Born, Peter; Friberg, L. N. (Editor); Novak, M. (Editor); Lassen, A. (Editor); Holm, S. (Editor); Gjedde, A. (Editor).

    1997. Abstract from THIRD INTERNATIONAL CONFERENCE ON FUNCTIONAL MAPPING OF THE HUMAN BRAIN, Copenhagen, .

    Publication: Research - peer-reviewConference abstract for conference – Annual report year: 1997

  355. Published

    Comparison of two convolution models for fMRI time series. / Nielsen, Finn Årup; Hansen, Lars Kai; Toft, Peter; Goutte, Cyril; Lange, Nick; Strother, Stephen C.; Mørch, Niels J.S.; Svarer, Claus; Savoy, Robert; Rosen, Bruce; Rostrup, Egill; Born, Peter.

    NeuroImage. San Diego : Academic Press, Incorporated, 1997.

    Publication: ResearchArticle in proceedings – Annual report year: 1997

  356. Published

    Discussion of a Paper by Lange and Zeger. / Hansen, Lars Kai.

    In: Royal Statistical Society. Journal. Series C: Applied Statistics, Vol. 46, 1997, p. 24.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  357. Published

    Early Stop Criterion from the Bootstrap Ensemble. / Hansen, Lars Kai; Larsen, Jan; Fog, Torben L.

    Proceedings of IEEE ICASSP'97. Munich, Germany : IEEE, 1997. p. 3205-3208.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1997

  358. Published

    Evaluating Statistical Parametric Mapping (SPM) analysis results using Leave-One-Out resampling in a 150-water PET functional activation study.. / Svarer, C.; Strother, S; Mørch, Niels J.S.; Law, I.; Hansen, Lars Kai; Paulson, O.B.

    In: NeuroImage, Vol. 5, 1997, p. 374.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  359. Published

    Generalization: The Hidden Agenda of Learning. : The Past, Present and Future of Neural Networks for Signal. / Larsen, Jan; Hansen, Lars Kai.

    In: I E E E - Signal Processing Magazine, Vol. 14, No. 6, 1997, p. 43-45.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  360. Published

    How many Principal Components?. / Hansen, Lars Kai; Nielsen, Finn Årup; Toft, Peter Aundal; Strother, S.C.; Lange, N.; Mørch, Niels J.S.; Svarer, C; Paulson, O.B.; Savoy, R.; Rosen, B.; Rostrup, E.; Born, P.; Friberg, L. (Editor); Gjedde, A. (Editor); Holm, S. (Editor); Lassen, N.A. (Editor); Novak, M.

    In: NeuroImage, Vol. 5, No. 4, 1997, p. 474.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  361. Published

    Nonlinear Versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover. / Mørch, Niels J.S.; Hansen, Lars Kai; Strother, S.C.; C., Svarer; Rottenberg, D.A.; Lautrup, B.; Savoy, R.; Paulson, O.B.; Duncan, J. (Editor); Gindi, G. (Editor).

    The 15th International Conference on Information Processing in Medical Imaging. Springer Verlag, 1997. p. 259-270.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1997

  362. Published

    Regularization with a pruning prior. / Goutte, Cyril; Hansen, Lars Kai.

    In: Neural Networks, Vol. 10, No. 6, 1997, p. 1053-1059.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  363. Published

    Tankebilleder. / Hansen, Lars Kai; Law, I; Rostrup, E; Svarer, C; Lautrup, B.; Paulson, O.B.

    In: Naturens Verden, Vol. 7, 1997, p. 268-276.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  364. Published

    The Error-Reject Trade-Off. / Hansen, Lars Kai; Liisberg, C; Salamon, P.

    In: Open Systems and Information Dynamics, Vol. 4, 1997, p. 159-184.

    Publication: Research - peer-reviewJournal article – Annual report year: 1997

  365. 1996
  366. Published

    15-0 Water PET: More Noise than signal. / Hansen, Lars Kai; Strother, S. C.; Sidtis, J. J.; Anderson, J. R.; Schaper, K.; Rottenberg, D. A.

    Qualification of Brain Function Using PET. Academic Press, Incorporated, 1996.

    Publication: ResearchArticle in proceedings – Annual report year: 1996

  367. Published

    A Concordance Correlation Coefficient for Reproducibility of Spatial Activation Patterns. / Hansen, Lars Kai; Lange, N.; Pedersen, Morten With; Savoy, R. L.; Strother, S. C.

    NeuroImage. Vol. 3 Orlando, FL. : Academic Press, Incorporated, 1996.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  368. Published

    An artificial Neural Net Approach to Estimation of the Glucose Methabolism Using PET. / Mørch, Niels J.S.; Svarer, C.; Law, I.; Holm, S.; Hasselbalch, S.; Hansen, Lars Kai; Paulson, O. B.

    Qualification of Brain Function Using PET. Academic Press, Incorporated, 1996.

    Publication: ResearchArticle in proceedings – Annual report year: 1996

  369. Published

    A Nonlinear 3D Brain Co-registration Method. / Kjems, Ulrik; Philipsen, Peter Alshede; Hansen, Lars Kai.

    Proceedings of the Interdisciplinary Inversion workshop 4, 1996, IMM, DTU. 1996.

    Publication: ResearchArticle in proceedings – Annual report year: 1996

  370. Published

    Brain Mapping by Positron Emission Tomography. / Toft, Peter Aundal; Philipsen, Peter Alshede; Hansen, Lars Kai; Kjems, Ulrik.

    Proceedings of the Interdisciplinary Inversion Conference. 1996. p. 39-48.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  371. Published

    Cross validation in LULOO. / Sørensen, Paul Haase; Nørgård, Peter Magnus; Hansen, Lars Kai; Larsen, Jan.

    Proceedings of International Conference on Neural Information Processing. 1996.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  372. Published

    Design and evaluation of neural classifiers. / Hintz-Madsen, Mads; Pedersen, Morten With; Hansen, Lars Kai; Larsen, Jan.

    Proceedings of the IEEE Signal Processing Society Workshop Neural Networks for Signal Processing. IEEE, 1996. p. 223-232.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  373. Published

    Design and regularization of neural networks: the optimal use of a validation set. / Larsen, Jan; Hansen, Lars Kai; Svarer, Claus; Ohlsson, Børje Ola Mattias.

    Proceedings of Neural Networks for Signal Processing VI. IEEE, 1996. p. 62-71.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  374. Published

    Detection of Malignant Melanoma using Neural Classifiers. / Hintz-Madsen, Mads; Hansen, Lars Kai; Larsen, Jan; Olesen, E.; Drzewiecki, K. T.

    Solving Engineering Problems with Neural Networks. Proceedings of the International Conference on Engineering Applications of Neural Networks (EANN'96). Syst. Eng. Assoc, 1996. p. 395-398.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  375. Published

    Digital Image Analysis of Ultrasound B-mode images of Carotid Atherosclerotic Plaque: Correlation with Histological Examination. / Wilhjelm, Jens E.; Rosendal, Kim; Grønholdt, Marie-Louise Moes; Jespersen, Søren Kragh; Hansen, Lars Kai; Sillesen, Henrik.

    Proceedings of the 10th Nordic-Baltic Conference on Biomedical Engineering. Vol. 34/1 1996. p. 353-354.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  376. Published

    Generalization Performance of Nonlinear vs Linear Models for [150] water PET Functional Activation Studies. / Mørch, Niels J.S.; Hansen, Lars Kai; Strother, S. C.; Law, I.; Svarer, C.; Lautrup, B.; Anderson, J. R.; Lange, N.; Paulson, O. B.

    In: NeuroImage, Vol. 3, No. 3, 1996, p. 258.

    Publication: Research - peer-reviewJournal article – Annual report year: 1996

  377. Published

    Intelligent Predictive Control of Nonlienar Processes Using. / Nørgård, Peter Magnus; Sørensen, Paul Haase; Poulsen, Niels Kjølstad; Ravn, Ole; Hansen, Lars Kai.

    Intelligent Control, 1996., Proceedings of the 1996 IEEE International Symposium on. Dearborn, Michigan, USA : IEEE, 1996. p. 301-306.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  378. Published

    Linear Unlearning for Cross-Validation. / Hansen, Lars Kai; Larsen, Jan.

    In: Advances in Computational Mathematics, Vol. 5, No. 2-3, 1996, p. 269-280.

    Publication: Research - peer-reviewJournal article – Annual report year: 1996

  379. Published

    Mean Field Reconstruction with Snaky Edge Hints : INVERSE METHODS - Interdisciplinary elements of Methodology, Computation and Application. / Philipsen, Peter Alshede; Hansen, Lars Kai; Toft, Peter Aundal.

    Lecture Notes on Earth Science. Springer-Verlag, 1996. p. 312-319.

    Publication: ResearchBook chapter – Annual report year: 1996

  380. Published

    Mean Field Reconstruction with Snaky Edge Hints. / Philipsen, Peter Alshede; Hansen, Lars Kai; Toft, Peter Aundal.

    Proceedings of the Interdisciplinary Inversion Conference on Methodology, Computation and Integrated Applications IIC'95 1996. Berlin : Springer Verlag, 1996. p. 312-319.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  381. Published

    Neural Networks for Sonogram Gap Filling. / Hansen, Lars Kai; Klebæk, H.; Jensen, J. A.

    Proceedings of the 1995 IEEE International Ultrasonics Symposium. 1996. p. 1553-1556.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  382. Published

    NNCTRL - a CANCSD toolkit for MATLAB(R). / Nørgård, Peter Magnus; Ravn, Ole; Poulsen, Niels Kjølstad; Hansen, Lars Kai.

    Proceedings of the 1996 IEEE Symposium on Computer-Aided Control System Design. IEEE, 1996. p. 368-373.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  383. Published

    Pruning with Generalization Based Weight Saliencies: g- OBD, g- OBS. / Pedersen, Morten With; Hansen, Lars Kai; Larsen, Jan.

    Advances in Neural Information Processing Systems 8, Proceedings of the 1995 Conference, Cambridge, Massachusetts. MIT-Press, 1996. p. 521-528.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  384. Published

    Regularization of Neural Networks. / Larsen, Jan; Hansen, Lars Kai; Svarer, Claus.

    Proceedings of the 4th Interdisciplinary Workshop. 1996.

    Publication: ResearchArticle in proceedings – Annual report year: 1996

  385. Published

    Revealing Structural Effects In Functional Imaging with Anatomical Warps. / Kjems, Ulrik; Chen, C. T.; Strother, S. C.; Hansen, Lars Kai; Anderson, J. R.; Law, I.; Paulsson, O. B.; Kanno, I.; Rottenberg, D. A.

    NeuroImage, Proceedings of the Second International Conference on Functional Mapping of the Human Brain. Academic Press, Incorporated, 1996.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  386. Published

    Revisiting Boltzmann learning: parameter estimation in Markov random fields. / Hansen, Lars Kai; Andersen, Lars Nonboe; Kjems, Ulrik; Larsen, Jan.

    Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. Vol. Volume 6 IEEE, 1996. p. 3394-3397.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  387. Published

    The NNSYSID Toolbox - A MATLAB Toolbox for System Identification with Neural Networks. / Nørgård, Peter Magnus; Ravn, Ole; Hansen, Lars Kai; Poulsen, Niels Kjølstad.

    Proceedings of the 1996 IEEE Symposium on Computer-Aided Control System Design. Dearborn, Michigan, USA : IEEE, 1996. p. 374-379.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  388. Published

    Unsupervised Learning and Generalization. / Hansen, Lars Kai; Larsen, Jan.

    Proceedings of IEEE International Conference on Neural Networks. IEEE, 1996. p. 25-30.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1996

  389. 1995
  390. Published

    Design and evaluation of neural classifiers application to skin lesion classification. / Hintz-Madsen, Mads; Hansen, Lars Kai; Larsen, Jan; Olesen, Eric; Drzewiecki, K.T.

    Proceedings of the 1995 IEEE Workshop on Neural Networks for Signal Processing. IEEE, 1995. p. 484-493.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1995

  391. Published

    Empirical generalization assessment of neural network models. / Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the 1995 IEEE Workshop on Neural Networks for Signal Processing. IEEE, 1995. p. 30-39.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1995

  392. Published

    Neural network for sonogram gap filling. / Klebæk, Henrik; Jensen, Jørgen Arendt; Hansen, Lars Kai.

    Proceedings of the IEEE Ultrasonics Symposium. Vol. 2 IEEE, 1995. p. 1553-1556.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1995

  393. Published

    Training and evaluation of neural networks for multi-variate time series processing. / Fog, Torben L.; Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the IEEE Workshop on Neural Networks. Vol. Volume 2 IEEE, 1995. p. 1194-1199.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1995

  394. Published

    Visualization of neural networks using saliency maps. / Mørch, Niels J.S.; Kjems, Ulrik; Hansen, Lars Kai; Svarer, C.; Law, I.; Lautrup, B.; Strother, S.; Rehm, K.

    Neural Networks, 1995. Proceedings., IEEE International Conference on. Vol. 4 IEEE, 1995. p. 2085-2090.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1995

  395. 1994
  396. Published

    Adaptive regularization. / Hansen, Lars Kai; Rasmussen, Carl Edward; Svarer, C.; Larsen, Jan.

    Proceedings of the 4th IEEE Workshop Neural Networks for Signal Processing. IEEE, 1994. p. 78-87.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1994

  397. Published

    Generalization performance of regularized neural network models. / Larsen, Jan; Hansen, Lars Kai.

    Proceedings of the 4th IEEE Workshop Neural Networks for Signal Processing. IEEE, 1994. p. 42-51.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1994

  398. Published

    Neural estimation of kinetic rate constants from dynamic PET-scans. / Fog, Torben L.; Nielsen, Lars Hupfeldt; Hansen, Lars Kai; Holm, Søren; Law, Ian; Svarer, Claus; Paulson, Olaf.

    Proceedings of the 4th IEEE Workshop Neural Networks for Signal Processing. IEEE, 1994. p. 616-623.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1994

  399. Published

    Towards semen quality assessment using neural networks. / Linneberg, Christian; Salamon, P.; Svarer, C.; Hansen, Lars Kai; Meyrowitsch, J.

    Proceedings of the 4th IEEE Workshop Neural Networks for Signal Processing. IEEE, 1994. p. 509-517.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1994

  400. 1993
  401. Published

    Designer networks for time series processing. / Svarer, C; Hansen, Lars Kai; Larsen, Jan; Rasmussen, Carl Edward.

    Proceedings of the IEEE-SP Workshop on Neural Networks for Signal Processing. IEEE, 1993. p. 78-87.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1993

  402. Published

    On design and evaluation of tapped-delay neural network architectures. / Svarer, Claus; Hansen, Lars Kai; Larsen, Jan.

    IEEE International Conference on Neural Networks. Vol. Volume 1 IEEE, 1993. p. 46-51.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1993

  403. 1992
  404. Published

    Boltzmann learning of parameters in cellular neural networks. / Hansen, Lars Kai.

    Proceedings of the 2nd Second International Workshop on Cellular Neural Networks and their Applications. IEEE, 1992. p. 62-67.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1992

  405. Published

    Ensemble methods for handwritten digit recognition. / Hansen, Lars Kai; Liisberg, Christian; Salamon, P.

    Proceedings of the IEEE-SP Workshop Neural Networks for Signal Processing. IEEE, 1992.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 1992

  406. 1990
  407. Published

    Neural Network Ensembles. / Hansen, Lars Kai; Salamon, Peter.

    In: I E E E Transactions on Pattern Analysis and Machine Intelligence, Vol. 12, 1990, p. 993-1001.

    Publication: Research - peer-reviewJournal article – Annual report year: 1990

  408. 1984
  409. Published

    On the Peierls Transition in a Periodic Potential. / Hansen, Lars Kai; da Costa Carneiro, Kim.

    In: Solid State Communications, Vol. 49, No. 6, 1984, p. 531-535.

    Publication: Research - peer-reviewJournal article – Annual report year: 1984

Download list:
Download as PDF
Select render style:
APAAuthorCBEHarvardMLAStandardVancouverShortLong
PDF
Download as HTML
Select render style:
APAAuthorCBEHarvardMLAStandardVancouverShortLong
HTML
Download as Word
Select render style:
APAAuthorCBEHarvardMLAStandardVancouverShortLong
Word