Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation.
Wenbo HuangLei ZhangShuoyuan WangHao WuAiguo SongPublished in: ACM Trans. Embed. Comput. Syst. (2023)
Keyphrases
- human activities
- ensemble learning
- wearable sensors
- activity recognition
- human activity recognition
- ensemble methods
- sensor data
- generalization ability
- human computer interaction
- action recognition
- random forest
- daily life
- human actions
- concept drift
- artificial intelligence
- prediction accuracy
- base classifiers
- nearest neighbor
- smart environments
- health monitoring
- lifelog
- data distribution
- benchmark datasets
- support vector machine svm
- unlabeled data
- smart home
- decision trees
- computer vision