Semi-supervised Learning with Weakly-Related Unlabeled Data: Towards Better Text Categorization.
Liu YangRong JinRahul SukthankarPublished in: NIPS (2008)
Keyphrases
- text categorization
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- co training
- supervised learning
- semi supervised classification
- active learning
- multi label
- labeled training data
- labeled and unlabeled data
- text classification
- training data
- labeled examples
- machine learning
- naive bayes
- text classifiers
- semi supervised learning methods
- supervised learning algorithms
- unsupervised learning
- number of labeled examples
- text documents
- manifold regularization
- document classification
- transfer learning
- training examples
- data points
- multi label classification
- class labels
- unlabeled documents
- multiple instance learning
- learning problems
- label propagation
- semi supervised learning algorithms
- multi view learning
- transductive support vector machine
- neural network
- cross domain
- learning tasks
- knowledge discovery
- training set