Ensemble Learning using Motion Sensors and Location for Human Activity Recognition.
Ryoichi SekiguchiHiroshi MinowaYuto MoriMasaki KawakatsuPublished in: UbiComp/ISWC Adjunct (2023)
Keyphrases
- human activity recognition
- ensemble learning
- activity recognition
- human activities
- generalization ability
- ensemble methods
- sensor data
- sensor networks
- random forest
- multi sensor
- base classifiers
- visual surveillance
- unlabeled data
- human computer interaction
- prediction accuracy
- multi class
- decision trees
- concept drift
- artificial neural networks
- pairwise