Lars Kai Hansen

  1. Research › Journal article
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. Published

    Non-parametric Bayesian graph models reveal community structure in resting state fMRI. / Andersen, Kasper Winther; Madsen, Kristoffer H.; Siebner, Hartwig Roman; Schmidt, Mikkel Nørgaard; Mørup, Morten; Hansen, Lars Kai.

    In: NeuroImage, Vol. 100, 2014, p. 301-315.

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

  8. 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

  9. 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

  10. 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

  11. 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

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