Advanced classification of ambulatory activities using spectral density distances and heart rate.
Hala Abdul RahmanDi GeAlexis Le FaucheurJacques PriouxGuy CarraultPublished in: Biomed. Signal Process. Control. (2017)
Keyphrases
- heart rate
- heart rate variability
- physiological signals
- classification accuracy
- physical activity
- spectral density
- feature selection
- classification algorithm
- machine learning
- support vector machine
- distance measure
- text classification
- feature vectors
- blood pressure
- support vector machine svm
- activity recognition
- support vector
- feature set
- machine learning methods
- human activities
- feature space
- feature extraction
- real time