EOG feature relevance determination for microsleep detection

Article English OPEN
Golz Martin; Wollner Sebastian; Sommer David; Schnieder Sebastian;
  • Publisher: De Gruyter
  • Journal: Current Directions in Biomedical Engineering (issn: 2364-5504)
  • Related identifiers: doi: 10.1515/cdbme-2017-0053, doi: 10.1515/cdbme-2017-0172
  • Subject: microsleep | R | Automatic relevance determination | Medicine | electrooculography | support-vector machines

Automatic relevance determination (ARD) was applied to two-channel EOG recordings for microsleep event (MSE) recognition. 10 s immediately before MSE and also before counterexamples of fatigued, but attentive driving were analysed. Two type of signal features were extra... View more
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