Comparing Supervised Learning Techniques on the Task of Physical Activity Recognition.
Anthony F. DaltonGearóid Ó LaighinPublished in: IEEE J. Biomed. Health Informatics (2013)
Keyphrases
- activity recognition
- supervised learning
- human activity recognition
- human activities
- action recognition
- daily life
- visual surveillance
- unsupervised learning
- event detection
- transfer learning
- accelerometer data
- activity analysis
- sensory data
- smart home
- semi supervised
- training data
- active learning
- motion features
- machine learning
- daily activities
- training set
- reinforcement learning
- learning algorithm
- activities of daily living
- smart home environment
- semi supervised learning
- recognizing actions
- text mining
- prior knowledge
- smart environments
- surveillance system
- human brain
- wearable sensors