Sleep stage classification using single-channel EOG - Rahman, Md Mosheyur; Bhuiyan, Mohammed Imamul Hassan; Hassan, Ahnaf Rashik (Computers in biology and medicine, 2018)
Keywords: Accuracy; Algorithms; AR model; Autoregressive models; Autoregressive processes; Classification; Datasets; Discrete Wavelet Transform; Discrete Wavelet Transform (DWT); EEG; Electrodes; Electroencephalography; Electrooculogram (EOG); Entropy; Experts; Internal Medicine; Methods; Neighborhood Component Analysis (NCA); Other; Physiology; Random forest; Random Under Sampling Boosting (RUSboost); Sleep; Sleep disorders; State of the art; Support Vector Machine; Support vector machines; Variance analysis; Wavelet analysis; Wavelet transforms; AR model; Electrooculogram (EOG); Discrete Wavelet Transform (DWT); Neighborhood Component Analysis (NCA); Random forest; Support Vector Machine; Random Under Sampling Boosting (RUSboost)