Human activity recognition based on wrist PPG via the ensemble method.
Omair Rashed Abdulwareth AlmanifiIsmail Mohd KhairuddinMohd Azraai Mohd RazmanRabiu Muazu MusaAnwar P. P. Abdul MajeedPublished in: ICT Express (2022)
Keyphrases
- human activity recognition
- ensemble methods
- activity recognition
- human activities
- prediction accuracy
- independent component analysis
- random forest
- random forests
- machine learning methods
- rotation forest
- benchmark datasets
- ensemble learning
- decision trees
- base classifiers
- subspace methods
- visual surveillance
- action recognition
- support vector machine
- evolutionary algorithm
- high dimensional
- pairwise
- ensemble members