A k-nearest neighbors based approach applied to more realistic activity recognition datasets.
José Manuel CadenasM. Carmen GarridoRaquel Martínez-EspañaAndrés MuñozPublished in: J. Ambient Intell. Smart Environ. (2018)
Keyphrases
- activity recognition
- k nearest neighbor
- knn
- human activity recognition
- nearest neighbor
- accelerometer data
- action recognition
- text categorization
- human activities
- sensory data
- transfer learning
- machine learning algorithms
- knn classifier
- smart home
- data sets
- anomaly detection
- supervised learning
- support vector machine
- training set