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Automatic Stage Scoring of Single-Channel Sleep EEG using Discrete Wavelet Transform and a Hybrid Model of Ant Colony Optimizer and Neural Network based on RUSBoost Classifier

Sobhan Sheykhivand; Sehraneh Ghaemi

Volume 13, Issue 3 , October 2019, , Pages 209-222

Abstract
  The automatic classification of sleep stages is essential for the timely detection of disorders and sleep-related studies. In this paper, a single-channel EEG-based algorithm is used to automatically identify sleep stages using discrete wavelet transform and a hybrid model of ant colony optimizer and ...  Read More