Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification.
Zhaocai SunYunming YeXiaofeng ZhangZhexue HuangShudong ChenZhi LiuPublished in: Web Intelligence (2012)
Keyphrases
- text classification
- batch mode active learning
- semi supervised
- batch mode
- active learning
- labeled data
- unlabeled data
- labeled and unlabeled data
- co training
- constrained clustering
- text categorization
- semi supervised learning
- machine learning
- semi supervised clustering
- text mining
- feature selection
- clustering algorithm
- supervised learning
- distributional clustering
- unsupervised learning
- incremental learning
- index structure
- knn
- pairwise
- data cleaning
- data points
- training set
- decision trees
- learning algorithm