Activity recognition with the aid of unlabeled samples.
Donghai GuanYoung-Koo LeeSungyoung LeePublished in: ICUIMC (2009)
Keyphrases
- activity recognition
- unlabeled samples
- semi supervised
- labeled samples
- semi supervised learning
- incremental learning
- human activity recognition
- labeled data
- transfer learning
- action recognition
- unlabeled data
- training samples
- data distribution
- semi supervised classification
- em algorithm
- human activities
- accelerometer data
- mixture model
- active learning
- pairwise
- label information
- labeled and unlabeled data
- supervised learning
- text categorization
- high confidence
- anomaly detection
- discriminative information