Fall Detection with Supervised Machine Learning using Wearable Sensors.
Davide GiuffridaGuido BenettiDaniele De MartiniTullio FacchinettiPublished in: INDIN (2019)
Keyphrases
- supervised machine learning
- fall detection
- wearable sensors
- activity recognition
- health monitoring
- sensor data
- manually annotated
- multi camera
- detection algorithm
- continuous monitoring
- human activities
- active learning
- indoor environments
- fuzzy inference
- supervised learning
- lifelog
- smart environments
- real time
- machine learning
- monitoring system
- motion detection
- features extraction
- data sets
- smart home
- ground truth
- pairwise
- learning algorithm
- fuzzy logic
- action recognition