TESC: An approach to TExt classification using Semi-supervised Clustering.
Wen ZhangXijin J. TangTaketoshi YoshidaPublished in: Knowl. Based Syst. (2015)
Keyphrases
- semi supervised clustering
- text classification
- labeled data
- semi supervised
- pairwise constraints
- semi supervised learning
- unlabeled data
- metric learning
- semi supervised classification
- bag of words
- unsupervised clustering
- feature selection
- text categorization
- nonnegative matrix factorization
- text mining
- background knowledge
- document clustering
- machine learning
- clustering algorithm
- text documents
- naive bayes
- knn
- labeled and unlabeled data
- information retrieval
- transfer learning
- class labels
- unsupervised learning
- distance metric
- data representation
- multi label
- active learning
- clustering method
- k means