Improving Researcher Homepage Classification with Unlabeled Data.
Sujatha Das GollapalliCornelia CarageaPrasenjit MitraC. Lee GilesPublished in: ACM Trans. Web (2015)
Keyphrases
- unlabeled data
- labeled data
- co training
- semi supervised learning
- supervised learning
- text classification
- class labels
- labeled and unlabeled data
- semi supervised classification
- semi supervised
- improve the classification accuracy
- supervised learning algorithms
- active learning
- training set
- semisupervised learning
- label information
- labeled examples
- unsupervised learning
- unlabeled samples
- machine learning
- training examples
- semi supervised learning algorithms
- classification accuracy
- text categorization
- training data
- labeled training data
- domain adaptation
- decision boundary
- data points
- classification systems
- image classification
- labeled instances
- transfer learning
- decision trees
- number of labeled examples
- transductive learning
- supervised and semi supervised
- learning algorithm
- class distribution
- document classification
- machine learning algorithms
- training samples
- multi view
- text mining
- feature vectors
- feature extraction
- classification models
- learning tasks
- knowledge discovery
- labeling effort
- labeled data for training