Personalization without user interruption: boosting activity recognition in new subjects using unlabeled data.
Ramin FallahzadehHassan GhasemzadehPublished in: ICCPS (2017)
Keyphrases
- activity recognition
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- transfer learning
- human activity recognition
- semisupervised learning
- learning algorithm
- action recognition
- active learning
- co training
- human activities
- user profiles
- semi supervised classification
- collaborative filtering
- training data
- text classification
- supervised learning
- labeled training data
- accelerometer data
- partially labeled data
- data points
- labeled and unlabeled data
- class labels
- user interface
- smart home
- labeled examples
- recommender systems
- select relevant features
- text categorization
- training set
- prior knowledge
- user centered
- labeled data for training
- training examples
- context aware
- learning process
- reinforcement learning
- feature space
- computer vision
- machine learning
- unsupervised learning