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Preventive Detection of Driver Drowsiness from EEG Signals using Fuzzy Expert Systems.

Currently, the percentage of traffic accidents has increased, and according to statistics, this percentage will continue to increase every year, so it is necessary to develop new technologies to prevent this kind of accidents. This paper presents a drowsiness detection system based on electroencepha...

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Publicado en:Revista Mexicana de Ingeniería Biomédica Vol. 45; no. 1; pp. 6 - 21
Autores principales: Almirón, Rony, Castillo, Bruno Adolfo, Montoya Angulo, Andrés, Supo, Elvis, Fortunato Talavera Suarez, Jesús José, Yanyachi Aco Cardenas, Daniel Domingo
Formato: Artículo
Publicado: Sociedad Mexicana de Ingenieria Biomedica, A.C. Jan-Apr2024
Materias:
Drowsiness
Automobile drivers
Electroencephalography
Fuzzy expert systems
Alpha rhythm
Support vector machines
Random forest algorithms
K-nearest neighbor classification
Acceso en línea:Ver este registro en EBSCOhost