Evolving human activity classifier from sensor streams.
José Antonio IglesiasPlamen P. AngelovAgapito LedezmaAraceli SanchisPublished in: EAIS (2011)
Keyphrases
- human activities
- sensor data
- data streams
- sensor readings
- human activity recognition
- activity recognition
- sensor networks
- real time
- human actions
- action recognition
- human computer interaction
- human interactions
- smart environments
- feature space
- human knowledge
- temporal structure
- training samples
- activity analysis
- training set
- decision trees
- feature selection
- learning algorithm
- text classification
- support vector machine
- wireless sensor networks
- video sequences
- training data