Exploring semi-supervised and active learning for activity recognition.
Maja StikicKristof Van LaerhovenBernt SchielePublished in: ISWC (2008)
Keyphrases
- activity recognition
- semi supervised
- active learning
- transfer learning
- labeled data
- semi supervised learning
- human activity recognition
- unlabeled data
- human activities
- action recognition
- supervised learning
- daily life
- visual surveillance
- accelerometer data
- pool based active learning
- pairwise
- daily activities
- unsupervised learning
- learning algorithm
- wearable sensors
- sensory data
- pairwise constraints
- training set
- machine learning
- human computer interaction
- activities of daily living
- activity analysis
- smart home
- learning process
- multi view
- text categorization
- reinforcement learning
- human actions
- text mining