Identifying Fall Risk Predictors by Monitoring Daily Activities at Home Using a Depth Sensor Coupled to Machine Learning Algorithms.
Amandine DuboisTitus BihlJean-Pierre BrescianiPublished in: Sensors (2021)
Keyphrases
- daily activities
- machine learning algorithms
- benchmark data sets
- activity recognition
- learning algorithm
- machine learning
- smart home
- decision trees
- machine learning methods
- predictive accuracy
- random forests
- home environments
- machine learning approaches
- learning problems
- machine learning systems
- human activities
- transfer learning
- learning models
- ambient assisted living
- machine learning models
- prior knowledge
- reinforcement learning
- database systems