Thomas Ernst Ferdinand Witte

Mental Workload Prediction Using Physiological Signals: Balancing Performance and Interpretability

Mental workload critically affects well-being and performance in safety-critical systems. While machine learning models for mental workload prediction often leverage physiological indicators, interpretability and error analysis are frequently overlooked. This study develops robust models for workload prediction that e…