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List of works by Trine Julie Abrahamsen

A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis ⬇️

scientific article published on June 2011

A randomized heuristic for kernel parameter selection with large-scale multi-class data

Denoising by semi-supervised kernel PCA preimaging

scientific article (publication date: November 2014)

Input space regularization stabilizes pre-images for kernel PCA de-noising

Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation

scientific article (publication date: April 2012)

Regularized Pre-image Estimation for Kernel PCA De-noising

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published 11 August 2010 in Journal of Signal Processing Systems

Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data

Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published November 2011 in Pattern Recognition Letters

Variance inflation in high dimensional Support Vector Machines

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published December 2013 in Pattern Recognition Letters

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