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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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Detalhes bibliográficos
Publicado no:Cogn Neurodyn
Main Authors: Hu, Jianfeng, Min, Jianliang
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Netherlands 2018
Assuntos:
Acesso em linha: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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