Kristoffer Vinther Olesen

Semi-Supervised Sleep-Stage Scoring Based on Single Channel EEG

The field of automatic sleep stage classification based on EEG has enjoyed substantial attention during the last decade, which has resulted in several supervised classification algorithms with highly encouraging performance. Such supervised machine learning algorithms require large training sets tha…