Sleep Stage Classification Based on Ensemble Decision Tree Technique Using Single-Channel EEG

Author:

Jadhav Pankaj,Datta Debabrata,Mukhopadhyay Siddhartha

Publisher

Springer Singapore

Reference33 articles.

1. Aboalayon KA, Faezipour M (2014) Multi-class svm based on sleep stage identification using eeg signal. In: Healthcare innovation conference (HIC). IEEE. pp 181–184

2. Aboalayon KAI, Faezipour M, Almuhammadi WS, Moslehpour S (2016) Sleep stage classification using EEG signal analysis: a comprehensive survey and new investigation. Entropy 18(9):272

3. Berry RB, Brooks R, Gamaldo CE, Harding SM, Marcus C, Vaughn B (2012) The aasm manual for the scoring of sleep and associated events. Rules, terminology and technical specifications. Darien, Illinois, American Academy of Sleep Medicine

4. Breiman L (2001) Random forests. Mach Learn 45(1):5–32

5. Dong H, Supratak A, Pan W, Wu C, Matthews PM, Guo Y (2018) Mixed neural network approach for temporal sleep stage classification. IEEE Trans Neural Syst Rehabil Eng 26(2):324–333

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