Comparing Sampling Strategies for Tackling Imbalanced Data in Human Activity Recognition.
Fayez AlharbiLahcen OuarbyaJamie A. WardPublished in: Sensors (2022)
Keyphrases
- human activity recognition
- imbalanced data
- sampling strategies
- sampling strategy
- sampling methods
- activity recognition
- human activities
- linear regression
- class distribution
- active learning
- class imbalance
- support vector machine
- feature selection
- ensemble methods
- action recognition
- random sampling
- decision trees
- computer vision
- image sequences