A Stream-Based Semi-supervised Active Learning Approach for Document Classification.
Mohamed-Rafik BougueliaYolande BelaïdAbdel BelaïdPublished in: ICDAR (2013)
Keyphrases
- document classification
- semi supervised
- active learning
- text categorization
- semi supervised learning
- unlabeled data
- labeled data
- text classification
- web documents
- text mining
- classification algorithm
- supervised learning
- machine learning
- text documents
- training set
- unsupervised learning
- topic extraction
- pairwise constraints
- pool based active learning
- pairwise
- generative model
- training examples
- learning process
- high dimensional
- learning algorithm
- automatic document classification
- k nearest neighbor
- transfer learning
- data analysis
- data sets
- natural language processing
- small number
- knn
- bayesian networks