Feature based random forest nurse care activity recognition using accelerometer data.
Carolin LübbeBjörn FriedrichSebastian J. F. FudickarSandra HellmersAndreas HeinPublished in: UbiComp/ISWC Adjunct (2020)
Keyphrases
- random forest
- accelerometer data
- health care
- activity recognition
- random forests
- behavior recognition
- decision trees
- feature set
- medical care
- fold cross validation
- feature importance
- multi label
- patient care
- rotation forest
- ensemble methods
- ensemble learning
- unsupervised learning
- training data
- image features
- knn
- action recognition
- nearest neighbor