A Machine Learning Approach for Walking Classification in Elderly People with Gait Disorders.
Abdolrahman PeimankarTrine Straarup WintherAli EbrahimiUffe Kock WiilPublished in: Sensors (2023)
Keyphrases
- pattern recognition
- classification scheme
- machine learning
- support vector machine svm
- classification accuracy
- automatic classification
- neural network
- biped robot
- pattern classification
- supervised learning
- feature selection
- decision trees
- feature extraction
- feature vectors
- classification rules
- ambient intelligence
- model selection
- class labels
- classification method
- feature space
- feature set
- support vector machine
- feature analysis
- human identification
- gait analysis
- human gait
- human walking
- data sets
- human gait recognition