Nurse Care Activity Recognition: A Cost-Sensitive Ensemble Approach to Handle Imbalanced Class Problem in the Wild.
Arafat RahmanIqbal HassanMd Atiqur Rahman AhadPublished in: UbiComp/ISWC Adjunct (2021)
Keyphrases
- activity recognition
- cost sensitive
- class imbalance
- class distribution
- class dependent
- daily activities
- human activity recognition
- cost sensitive learning
- misclassification costs
- minority class
- human activities
- multi class
- cost sensitive classification
- health care
- action recognition
- smart home
- active learning
- naive bayes
- multi class classification
- binary classification
- accelerometer data
- boosting algorithms
- imbalanced data
- transfer learning
- support vector machine
- computer vision