Deep Learning with Convolutional Neural Network for detecting microsleep states from EEG: A comparison between the oversampling technique and cost-based learning. - Venkat Krishnamoorthy; Reza Shoorangiz; Stephen John Weddell; Lutz Beckert; Richard D. Jones (EMBC, 2019)