Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition.
Tatsuhito HasegawaKazuma KondoPublished in: IEEE Internet Things J. (2023)
Keyphrases
- ensemble learning
- human activity recognition
- ensemble methods
- generalization ability
- activity recognition
- random forest
- base classifiers
- ensemble classifier
- human activities
- weak learners
- ensemble feature selection
- benchmark datasets
- prediction accuracy
- concept drift
- machine learning methods
- sensor networks
- random forests
- multi class
- base learners
- prior knowledge
- object recognition
- weighted voting
- machine learning