Classification of fall risk across the lifespan using gait derived features from a wearable device.
Grainger SassoLingxiao MouManuel E. HernandezPublished in: EMBC (2023)
Keyphrases
- feature vectors
- feature set
- classification process
- feature extraction
- feature space
- classification accuracy
- classification models
- classification method
- svm classifier
- wearable devices
- extracting features
- feature subset
- gender classification
- extracted features
- support vector
- support vector machine
- pattern recognition
- decision trees
- support vector machine svm
- discriminative features
- classification algorithm
- feature selection
- feature values
- benchmark datasets
- cellular phone
- pattern classification
- supervised learning
- image classification
- textural features
- eeg signals
- learning algorithm
- risk management
- human gait
- feature analysis
- feature representation
- high dimensionality
- false positives
- sensor networks