A Dynamic Sliding Window Approach for Activity Recognition.
Javier Ortiz LagunaAngel García OlayaDaniel BorrajoPublished in: UMAP (2011)
Keyphrases
- sliding window
- activity recognition
- data streams
- human activity recognition
- action recognition
- human activities
- stream data
- window size
- accelerometer data
- streaming data
- variable size
- visual surveillance
- smart home
- real time
- fixed size
- limited memory
- daily activities
- window sizes
- sensory data
- activity analysis
- closed frequent itemsets
- decision trees
- data mining
- similarity measure
- wearable sensors
- smart environments
- transfer learning