Building Personalized Activity Recognition Models with Scarce Labeled Data Based on Class Similarities.
Enrique Garcia-CejaRamón F. BrenaPublished in: UCAmI (2015)
Keyphrases
- activity recognition
- labeled data
- transfer learning
- unlabeled data
- semi supervised
- semi supervised learning
- class labels
- human activity recognition
- text classification
- training data
- prior knowledge
- active learning
- supervised learning
- data points
- domain adaptation
- action recognition
- probabilistic model
- data sets
- human activities
- supervised methods
- labeled examples
- training examples
- learning models
- multi view
- learning tasks
- cross domain
- co training
- high dimensional
- e learning
- learning algorithm