Local regression transfer learning with applications to users' psychological characteristics prediction.
Zengda GuanAng LiTingshao ZhuPublished in: Brain Informatics (2015)
Keyphrases
- transfer learning
- collaborative filtering
- data sparsity
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- active learning
- manifold alignment
- reinforcement learning
- text classification
- user profiles
- machine learning algorithms
- multi task
- text mining
- transfer knowledge
- regression model
- domain adaptation
- prediction model
- databases
- learning algorithm
- machine learning
- aggregating algorithm
- cross domain learning
- target domain
- algorithmic information theory
- user interests
- sentiment analysis
- unlabeled data
- model selection
- semi supervised
- recommender systems
- training set
- data mining