Activity Recognition Based on Semi-supervised Learning.
Donghai GuanWeiwei YuanYoung-Koo LeeAndrey GavrilovSungyoung LeePublished in: RTCSA (2007)
Keyphrases
- activity recognition
- semi supervised learning
- transfer learning
- semi supervised
- labeled data
- unlabeled data
- human activity recognition
- supervised learning
- unsupervised learning
- action recognition
- human activities
- semi supervised classification
- training data
- manifold regularization
- text categorization
- machine learning
- smart home
- co training
- label propagation
- semi supervised learning algorithms
- graph based semi supervised learning
- semi supervised learning methods
- data sets
- accelerometer data
- pattern recognition
- artificial intelligence
- neural network
- labeled and unlabeled data
- graph construction
- learning tasks
- prior knowledge
- decision trees
- activities of daily living