참고문헌
- C. Manning and H. Schutze, 1999. Foundations of Statistical Natural Language Processing. The MIT Press
- T. Joachims, 1998. Text categorization with support vector machines: learning with many relevant features. In Proc. of ECML '98, Pages 137-142
- D. Lewis and W. Gale. 1994. A sequential algorithm for training text classifiers, In Proc. of SIGIR-94
- A. Blum and T. Mitchell. 1998. Combining labeled and unlabeled data with co-training. In Proc. COLT-98
- K.P. Nigam, A. McCallum, S. Thrun, and T. Mitchell. 1998. Learning to classify text from labeled and unlabeled documents. In Proc. of AAAI-98
- A. A. Gliozzo, C. Strapparava, and I. Dagan. 2005. Investigating unsupervised learning for text categorization bootstrapping. In Proc. of HLT-2005, October. Pages 129-136
- Y. Ko and J. Seo. 2004. Learning with unlabeled data for text categorization using bootstrapping and feature projection techniques. In Proc. of the ACL-04, Barcelona, Spain, July
- B. Liu, X. Li, W.S. Lee, and P.S. Yu. 2004. Text classification by labeling words. In Proc. of AAAI-04, San Jose, July
- G. Salton and M. McGill. 1983. Introduction to Modern Information Retrieval. McGraw-Hill
- Y. Yang and J.P. Pederson. 1997. Feature selection in statistical learning of text categorization. In Proc. of ICML '97, Pages 412-420
- A. McCallum and K. Nigam. 1999. Text classification by bootstrapping with keywords, EM and shrinkage. In ACL-99-Workshop on Unsupervised Learning in Natural Language Processing
- S. Deerwester, S. Dumais, G. Furnas, T. Landauer, and R. Harshman. 1990. Indexing by latent semantic analysis. Journal of the American Society of Information Science
- A. Dempster, N. M. Laird and D. Rubin. 1977. Maximum likelihood from incomplete data via the EM algorithm. J. of the Royal Stat. Society, B:39, Pages 1-38
- R. Ghani. 2002. Combining labeled and unlabeled data for multiclass text categorization. In Proc. of ICML-02
- A. Gliozzo, C. Strapparava, and I. Dagan. 2004. Unsupervised and supervised exploitation of semantic domains in lexical disambiguation,. Computer Speech and Language, 18:275-299 https://doi.org/10.1016/j.csl.2004.05.006
- A.K. Jain and R.C. Dubes. 1988. Algorithms for Clustering Data. Engle-wood Cliffs, NJ: Prentice Hall
- T. Joachims, 1999. Estimating the Generalization Performance of an SVM Efficiently. In Proc. of ICML' 2000, Pages 431-438
- Y. Ko and J. Seo. 2000. Automatic text categorization by unsupervised learning. In Proc. of COLING 2000
- A. McCallum and K. Nigam. 1998. A comparison of event models for naive Bayes text classification. In Proc. of AAAI-98 Workshop on Learning for Text Categorization
- N. Slonim, N. Friedman, and N. Tishby, 2002. Unsupervised document classification using sequential information maximization, In Proc. of SIGIR '02, Pages 129-136
- V. Vapnik. 1995. The nature of statistical learning theory
- C. Burges, 1998. A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery, vol. 2, no. 2
- N., Cristianini J. Shawe-Taylor2000. An introduction to Support Vector and other kernel-based learning methods. Cambridge Univ. Press