Learning from crowdsourced labeled data: a survey.
Jing ZhangXindong WuVictor S. ShengPublished in: Artif. Intell. Rev. (2016)
Keyphrases
- labeled data
- supervised learning
- active learning
- unlabeled data
- learning algorithm
- labeled and unlabeled data
- semi supervised
- domain adaptation
- prior knowledge
- co training
- semi supervised learning
- sample selection bias
- learning tasks
- background knowledge
- unsupervised learning
- transfer learning
- text classification
- learning process
- training data
- label propagation
- class labels
- semi supervised classification
- feature engineering
- pairwise
- learning models
- incremental learning
- human experts
- training examples
- data points
- labeled training data
- supervised learning algorithms
- data analysis
- transferring knowledge