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An Undersampled Model for Automated Sleep Stage Scoring Using EEG Data: Utilization of DWT, bagged trees, and random undersampling to achieve more consistent accuracy on the sleepstage problem.

Zachary LiJames YangJianguo Liu
Published in: ICDLT (2022)
Keyphrases
  • multiresolution
  • machine learning
  • decision trees
  • multiscale
  • non stationary