Avoiding Bias in Classification Accuracy - A Case Study for Activity Recognition.
Heli KoskimäkiPublished in: SSCI (2015)
Keyphrases
- activity recognition
- classification accuracy
- human activity recognition
- visual surveillance
- human activities
- action recognition
- daily life
- training set
- event detection
- accelerometer data
- smart home
- training data
- support vector
- smart home environment
- feature selection
- pairwise
- transfer learning
- activities of daily living
- smart environments
- anomaly detection
- daily activities
- sensory data
- feature space
- recognizing actions
- wearable sensors
- activity analysis
- motion features
- human actions
- user interface
- knn
- monitoring system