Machine learning-based identification and classification of physical fatigue levels: A novel method based on a wearable insole device

Medicine & Life Sciences

• Wearable Electronic Devices 100%
• Machine Learning 78%
• Fatigue 58%
• Occupational Groups 18%
• Supervised Machine Learning 10%
• Acceleration 6%
• Wounds and Injuries 6%
• Workplace 6%
• Industry 5%
• Accidental Falls 5%
• Pressure 4%
• Guidelines 4%
• Safety 3%
• Health 3%

Engineering & Materials Science

• Wearable technology 77%
• Machine learning 50%
• Fatigue of materials 47%
• Random forests 13%
• Rebar 6%
• Managers 5%
• Computer vision 5%
• Learning algorithms 5%
• Personnel 4%
• Health 4%
• Monitoring 3%
• Industry 2%

Social Sciences

• fatigue 75%
• learning 23%
• worker 15%
• segmentation 6%
• performance 5%
• rating 4%
• monitoring 4%
• workplace 4%
• manager 4%
• labor 4%
• industry 3%
• health 2%