Radar-based Gait Classification of Elderly Non-Fallers and Multiple Fallers Using Machine Learning.
Keitaro ShioiriKenshi SahoMasahiro FujimotoYoshiyuki KobayashiPublished in: LifeTech (2021)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- pattern recognition
- machine learning algorithms
- feature selection
- feature extraction
- text classification
- machine learning approaches
- support vector
- learning algorithm
- supervised classification
- classification algorithm
- supervised learning
- support vector machine
- information extraction
- model selection
- supervised machine learning
- classification accuracy
- feature vectors
- artificial intelligence
- pattern classification
- classification models
- computer vision
- gait patterns
- weather data
- human recognition
- target recognition
- gait recognition
- learning tasks
- video sequences
- classification method
- training set
- unsupervised learning
- feature set
- natural language processing