Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition.
Lidia AlecciLeonardo AlchieriNouran AbdalazimPietro BarbieroSilvia SantiniMartin GjoreskiPublished in: UbiComp/ISWC Adjunct (2023)
Keyphrases
- activity recognition
- human activity recognition
- human activities
- action recognition
- daily life
- smart home
- visual surveillance
- accelerometer data
- daily activities
- event detection
- activities of daily living
- smart home environment
- transfer learning
- active learning
- activity analysis
- body motions
- recognizing actions
- machine learning
- eye movement analysis
- data analysis