Fuzzy transfer learning of human activities in heterogeneous feature spaces.
David Ada AdamaAhmad LotfiRobert RansonPublished in: PETRA (2019)
Keyphrases
- transfer learning
- human activities
- activity recognition
- human activity recognition
- feature space
- learning tasks
- knowledge transfer
- active learning
- reinforcement learning
- collaborative filtering
- labeled data
- human computer interaction
- cross domain
- sensor data
- manifold alignment
- fuzzy sets
- human actions
- transfer knowledge
- domain adaptation
- membership functions
- machine learning
- machine learning algorithms
- text categorization
- semi supervised learning
- text classification
- multi task
- action recognition
- fuzzy rules
- training samples
- feature vectors
- high dimensional
- training set
- text mining
- transferring knowledge
- computer vision
- feature selection
- data streams
- target domain
- unlabeled data
- data sets