Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home.
Bilal M'hamed AbidineBelkacem FerganiAnthony FleuryPublished in: ICOST (2017)
Keyphrases
- human activity recognition
- smart home
- activity recognition
- prior knowledge
- human activities
- smart home environment
- visual surveillance
- assisted living
- training data
- knn
- action recognition
- multi class
- daily life
- older adults
- context aware
- feature selection
- ubiquitous environments
- event detection
- home environments
- sensor data
- transfer learning
- data sets
- human computer interaction
- training set
- feature vectors
- activities of daily living
- machine learning
- k nearest neighbor
- ambient assisted living
- management system
- feature space
- multi agent