A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition.
Oresti BanosDavid GilJavier MedinaAdrian SanchezClaudia VillalongaPublished in: IWANN (1) (2023)
Keyphrases
- activity recognition
- transfer learning
- learning tasks
- accelerometer data
- human activities
- human activity recognition
- labeled data
- reinforcement learning
- knowledge transfer
- machine learning
- cross domain
- smart home
- wearable sensors
- active learning
- semi supervised learning
- learning algorithm
- activities of daily living
- transfer knowledge
- smart environments
- multi task
- text categorization
- machine learning algorithms
- daily activities
- artificial intelligence
- text classification
- collaborative filtering
- domain adaptation
- text mining
- object recognition
- target domain
- high dimensional
- pairwise