Enhancing Mental Fatigue Detection through Physiological Signals and Machine Learning Using Contextual Insights and Efficient Modelling - Cos, Carole-Anne; Lambert, Alexandre; Soni, Aakash; Jeridi, Haifa; Thieulin, Coralie; Jaouadi, Amine (Journal of sensor and actuator networks, 2023)
Keywords: Accuracy; Algorithms; Analysis; Cognitive ability; Correlation analysis; Decision trees; Dependent variables; Design of experiments; Electrocardiogram; Electrocardiography; electrodermal activity; Electroencephalography; Electronic systems; Fatigue; fatigue detection; Fatigue tests; Feature selection; Heart rate; Human performance; Machine learning; Modelling; Nervous system; Neural networks; Physiological aspects; Physiology; Respiration; Sequences; Skin; Support vector machines; Variance analysis; Taiwan