A semi-supervised learning approach for soft labeled data.
Mohamed M. El-ZahharNeamat Farouk El GayarPublished in: ISDA (2010)
Keyphrases
- labeled data
- unlabeled data
- semi supervised
- semi supervised learning
- active learning
- training data
- supervised learning
- text classification
- transfer learning
- data points
- prior knowledge
- learning algorithm
- semi supervised classification
- labeled training data
- class labels
- labeled examples
- training examples
- domain adaptation
- labeled and unlabeled data
- pairwise
- semi supervised learning methods
- supervised learning algorithms
- semi supervised learning algorithms
- labeled training set
- unsupervised learning
- training set
- co training
- naive bayes
- text categorization
- similarity measure
- real world
- neural network