Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes.
Anna JurekChris D. NugentYaxin BiShengli WuPublished in: Sensors (2014)
Keyphrases
- ensemble learning
- smart home
- activity recognition
- generalization ability
- human activities
- ensemble methods
- action recognition
- smart home environment
- smart environments
- activities of daily living
- random forest
- daily activities
- older adults
- home environment
- home environments
- low cost
- transfer learning
- expert systems
- base classifiers
- ambient assisted living
- concept drift
- neural network
- computational intelligence
- data mining
- genetic algorithm
- decision trees
- artificial neural networks
- management system
- multi class
- benchmark datasets
- human computer interaction