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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Cogn Neurodyn
Päätekijät: Hu, Jianfeng, Min, Jianliang
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Springer Netherlands 2018
Aiheet:
Linkit: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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