Feature extractionand incremental learning to improve activity recognition on streaming data.
Nawel YalaBelkacem FerganiAnthony FleuryPublished in: EAIS (2015)
Keyphrases
- incremental learning
- activity recognition
- streaming data
- human activity recognition
- data streams
- human activities
- concept drift
- action recognition
- sliding window
- incremental learning algorithm
- supervised learning
- smart home
- fuzzy artmap
- semi supervised
- data stream mining
- neural network
- machine learning
- activities of daily living
- accelerometer data
- change detection
- anomaly detection
- feature vectors
- reinforcement learning