Distribution-Based Semi-Supervised Learning for Activity Recognition.
Hangwei QianSinno Jialin PanChunyan MiaoPublished in: AAAI (2019)
Keyphrases
- activity recognition
- semi supervised learning
- transfer learning
- semi supervised
- unlabeled data
- labeled data
- human activity recognition
- action recognition
- unsupervised learning
- human activities
- supervised learning
- machine learning
- label propagation
- training data
- active learning
- semi supervised classification
- smart home
- co training
- learning models
- semi supervised learning algorithms
- graph based semi supervised learning
- accelerometer data
- text categorization
- semi supervised learning methods
- manifold regularization
- domain adaptation
- labeled and unlabeled data
- data distribution
- activities of daily living
- graph construction
- pairwise
- learning algorithm
- learning tasks
- pattern recognition
- computer vision