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Automated detection of driver fatigue based on EEG signals using gradient boosting decision tree model

Driver fatigue is increasingly a contributing factor for traffic accidents, so an effective method to automatically detect driver fatigue is urgently needed. In this study, in order to catch the main characteristics of the EEG signals, four types of entropies (based on the EEG signal of a single cha...

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Sonraí Bibleagrafaíochta
Foilsithe in:Cogn Neurodyn
Main Authors: Hu, Jianfeng, Min, Jianliang
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer Netherlands 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6048010/
https://ncbi.nlm.nih.gov/pubmed/30137879
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-018-9485-1
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