EEG source imaging assists decoding in a face recognition task

RS Andersen, AU Eliasen, N Pedersen… - … , Speech and Signal …, 2017 - ieeexplore.ieee.org
EEG based brain state decoding has numerous applications. State of the art decoding is
based on processing of the multivariate sensor space signal, however evidence is mounting …

Variance inflation in high dimensional Support Vector Machines

TJ Abrahamsen, LK Hansen - Pattern Recognition Letters, 2013 - Elsevier
Many important machine learning models, supervised and unsupervised, are based on
simple Euclidean distance or orthogonal projection in a high dimensional feature space …