CNN based approach for activity recognition using a wrist-worn accelerometer

Engineering & Materials Science

• Accelerometers 97%
• K-means clustering 57%
• Discriminant analysis 55%
• Deep learning 46%
• Support vector machines 41%
• Feature extraction 39%
• Machine learning 37%
• Sensors 26%
• Costs 19%

Medicine & Life Sciences

• Wrist 100%
• Deep Learning 47%
• Support Vector Machine 42%
• Machine Learning 39%
• Discriminant Analysis 38%
• Human Activities 34%
• Forearm 33%
• Cluster Analysis 30%
• Costs and Cost Analysis 21%