Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers.
Jhun-Ying YangJeen-Shing WangYen-Ping ChenPublished in: Pattern Recognit. Lett. (2008)
Keyphrases
- activity recognition
- learning algorithm
- human activity recognition
- machine learning algorithms
- training data
- visual surveillance
- human activities
- action recognition
- daily life
- transfer learning
- event detection
- decision trees
- learning rules
- activity analysis
- accelerometer data
- supervised learning
- training set
- daily activities
- sensory data
- information extraction
- active learning
- data streams
- recognizing actions