Multi-Task Classification of Physical Activity and Acute Psychological Stress from Wearable Device Data*

Mahmoud Abdel-Latif,Mudassir M. Rashid,Mohammad Reza Askari,Minsun Park,Lisa Sharp,Laurie Quinn,Ali Cinar

2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology（2023）

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关键词

Exercise,Psychological Stress,Acute Stress,Wearable Devices,Physical Activity Categories,Acute Psychological Stress,Multi-task Classification,Wearable Device Data,F1 Score,Physiological Signals,Cycle Ergometer,Skin Temperature,XGBoost,High Positive Value,Treadmill Running,Extreme Gradient Boosting,SHapley Additive exPlanations,SHapley Additive exPlanations Values,Competitive Stress,Deep Neural Network,Type Of Physical Activity,Explainable Artificial Intelligence,Blood Glucose Concentration,Weight Training,XGBoost Model

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