Active Learning for Cross-domain Sentiment Classification.
Shoushan LiYunxia XueZhongqing WangGuodong ZhouPublished in: IJCAI (2013)
Keyphrases
- active learning
- labeled data
- learning strategies
- supervised learning
- machine learning
- semi supervised
- query by committee
- selective sampling
- learning algorithm
- training examples
- online learning
- transfer learning
- pool based active learning
- active learning strategies
- random sampling
- cost sensitive
- unlabeled data
- learning process
- semi supervised learning
- class imbalance
- annotation effort
- relevance feedback
- sample selection
- training set
- music emotion classification
- imbalanced data classification
- batch mode active learning
- sample complexity
- experimental design
- database
- computer vision
- artificial neural networks