SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data.
Chi Ian TangIgnacio Perez-PozueloDimitris SpathisSøren BrageNicholas J. WarehamCecilia MascoloPublished in: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2021)
Keyphrases
- human activity recognition
- unlabeled data
- semi supervised learning
- co training
- semi supervised
- labeled data
- activity recognition
- semi supervised classification
- training set
- human activities
- active learning
- labeled training data
- abundant unlabeled data
- text classification
- supervised learning
- training data
- labeled examples
- labeled and unlabeled data
- learning algorithm
- text categorization
- single view
- multi view
- domain adaptation
- machine learning
- transfer learning
- unsupervised learning
- data points
- class labels
- data sets
- training examples
- label propagation
- transductive learning
- computer vision
- data mining
- semi supervised learning algorithms
- learning environment
- visual surveillance
- pairwise