Unsupervised transfer classification: application to text categorization.
Tianbao YangRong JinAnil K. JainYang ZhouWei TongPublished in: KDD (2010)
Keyphrases
- text categorization
- text classification
- feature selection
- document classification
- document categorization
- transfer learning
- text classifiers
- transductive support vector machine
- automated text categorization
- automatic text categorization
- supervised learning
- reuters corpus
- feature reduction
- automatic categorization
- naive bayes
- unsupervised learning
- feature generation
- pattern recognition and machine learning
- multi label
- classification accuracy
- knn
- linear svm
- cross domain
- k nearest neighbor
- feature weighting
- training documents
- unlabeled data
- information gain
- support vector machine
- feature selection and classifier
- decision trees
- semi supervised
- semi supervised learning
- document frequency
- image classification
- term frequency
- automatic classification
- text documents
- class labels
- feature vectors
- classification algorithm
- topic models
- nearest neighbor
- multi instance multi label learning
- machine learning
- neural network