Activity classification using 3-axis accelerometer and pulse oximeter wearing on wrist for the elderly.
Dong Ik ShinSegyeong JooSoo Jin HuhPublished in: BODYNETS (2012)
Keyphrases
- physical activity
- daily activities
- pattern recognition
- classification scheme
- feature extraction
- feature vectors
- classification accuracy
- pattern classification
- classification algorithm
- image classification
- classification method
- text classification
- data sets
- preprocessing
- support vector
- supervised learning
- support vector machine svm
- ambient intelligence
- decision rules
- support vector machine
- training set
- feature space
- heart rate
- decision trees