Towards Making Unlabeled Data Never Hurt.
Yu-Feng LiZhi-Hua ZhouPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- training data
- text classification
- labeled examples
- semi supervised classification
- supervised learning
- labeled and unlabeled data
- data points
- number of labeled examples
- text categorization
- labeled training data
- learning algorithm
- training examples
- small set of labeled
- transfer learning
- domain adaptation
- training set
- label propagation
- semisupervised learning
- class labels
- supervised learning algorithms
- prior knowledge
- unlabeled instances
- semi supervised learning methods
- machine learning
- supervised and semi supervised
- feature selection
- manifold regularization
- data analysis
- unsupervised learning
- data sets
- positive and negative