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Fatigue State Detection Through Multiple Machine Learning Classifiers Using EEG Signal

Fatigued drivers can often cause long-distance accidents worldwide. Fatigue states are the primary cause of highway accidents. This study is conducted to provide a comprehensive and reliable fatigue state detection system to avoid accidents and make a good decision. Three machine learning algorithms...

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Furkejuvvon:
Váldodahkkit: Md Mahmudul Hasan, Mirza Mahfuj Hossain, Norizam Sulaiman
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: ARQII PUBLICATION 2023-12-01
Ráidu:Applications of Modelling and Simulation
Fáttát:
decision tree
eeg signal
fatigue detection
k-nearest neighbor
machine learning
random forest
Liŋkkat:http://arqiipubl.com/ojs/index.php/AMS_Journal/article/view/480/163
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