Trine Julie Abrahamsen

According to our database, Trine Julie Abrahamsen authored at least 8 papers between 2011 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2014

Denoising by semi-supervised kernel PCA preimaging.

Toke Jansen Hansen, Trine Julie Abrahamsen, Lars Kai Hansen

Pattern Recognit. Lett., 2014

2013

Variance inflation in high dimensional Support Vector Machines.

Trine Julie Abrahamsen, Lars Kai Hansen

Pattern Recognit. Lett., 2013

2012

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

Peter Mondrup Rasmussen, Trine Julie Abrahamsen, Kristoffer Hougaard Madsen, Lars Kai Hansen

NeuroImage, 2012

2011

Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction.

Trine Julie Abrahamsen, Lars Kai Hansen

J. Signal Process. Syst., 2011

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

Trine Julie Abrahamsen, Lars Kai Hansen

Pattern Recognit. Lett., 2011

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

Trine Julie Abrahamsen, Lars Kai Hansen

J. Mach. Learn. Res., 2011

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

Trine Julie Abrahamsen, Lars Kai Hansen

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

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

Toke Jansen Hansen, Trine Julie Abrahamsen, Lars Kai Hansen

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011