Trine Julie Abrahamsen

Publication Activity (10 Years)

Years Active: 2011-2014
Publications (10 Years): 0

Top Topics

High Dimensional Problems

Kernel Principal Component Analysis

Top Venues

Pattern Recognit. Lett.

Publications

Toke Jansen Hansen, Trine Julie Abrahamsen, Lars Kai Hansen
Denoising by semi-supervised kernel PCA preimaging. Pattern Recognit. Lett. 49 (2014)
Trine Julie Abrahamsen, Lars Kai Hansen
Variance inflation in high dimensional Support Vector Machines. Pattern Recognit. Lett. 34 (16) (2013)
Peter Mondrup Rasmussen, Trine Julie Abrahamsen, Kristoffer Hougaard Madsen, Lars Kai Hansen
Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation. NeuroImage 60 (3) (2012)
Toke Jansen Hansen, Trine Julie Abrahamsen, Lars Kai Hansen
A randomized heuristic for kernel parameter selection with large-scale multi-class data. MLSP (2011)
Trine Julie Abrahamsen, Lars Kai Hansen
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis. J. Mach. Learn. Res. 12 (2011)
Trine Julie Abrahamsen, Lars Kai Hansen
Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction. J. Signal Process. Syst. 65 (3) (2011)
Trine Julie Abrahamsen, Lars Kai Hansen
Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data. MLINI (2011)
Trine Julie Abrahamsen, Lars Kai Hansen
Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI. Pattern Recognit. Lett. 32 (15) (2011)