Prediction of the Physical Activity Level of Community-Dwelling Older Japanese Adults with a Triaxial Accelerometer Containing a Classification Algorithm for Ambulatory and Non-Ambulatory Activities.
Shigeho TanakaKazuko Ishikawa-TakataSatoshi NakaeSatoshi SasakiPublished in: Sensors (2023)
Keyphrases
- physical activity
- classification algorithm
- heart rate
- health related
- wearable sensors
- older adults
- knn
- support vector machine
- activity recognition
- learning algorithm
- k nearest neighbor
- training set
- class labels
- naive bayes
- ambient assisted living
- neural network
- clustering algorithm
- text categorization
- smart environments
- decision trees