A Robust Approach for Real Time Activity Classification Using Wearable Sensors and Ensemble Learning.
Md. Zia UddinPublished in: ICCMA (2023)
Keyphrases
- ensemble learning
- generalization ability
- real time
- ensemble classifier
- ensemble methods
- wearable sensors
- decision trees
- human activities
- support vector
- support vector machine svm
- support vector machine
- machine learning methods
- classification accuracy
- benchmark datasets
- continuous monitoring
- control system
- pattern recognition
- feature selection
- random forest
- base classifiers
- data sets
- activity recognition
- health monitoring
- unlabeled data
- multi dimensional
- feature set
- supervised learning
- feature extraction
- learning algorithm
- machine learning
- class labels
- unsupervised learning
- cost sensitive
- feature vectors
- training set
- feature space
- human activity recognition