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J-GLOBAL ID：200902238814614156   Reference number：06A0590917

Using Virtual Examples for Text Classification with Support Vector Machines

サポートベクタマシンを使った文書分類における仮想事例の利用

Author (1)： SASSANO MANABU (富士通研)
Material： 自然言語処理  (Journal of Natural Language Processing)
Volume： 13  Issue： 3  Page： 21-35  Publication year： Jul. 10, 2006 
JST Material Number： L3934A  ISSN： 1340-7619  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *automatic language processing ,...
Semi thesaurus term： case base learning ,...

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JST classification (3)： Natural language processing  (JE06000L) ,  Artificial intelligence  (JE08000Z) ,  Information processing in general  (AC05010A)

Reference (23)：

• BLUM, A. Combining Labeled and Unlabeled Data with Co-training. Proceedings of the Eleventh Annual Conference on Computational Learning Theory, 1998. 1998, 92-100
• DECOSTE, D. Training Invariant Support Vector Machines. Machine Learning. 2002, 46, 161-190
• DUMAIS, S. Inductive Learning Algorithms and Representations for Text Categorization. Proceedings of the Seventh International Conference on Information and Knowledge Management, 1998. 1998, 148-155
• JOACHIMS, T. Text Categorization with Support Vector Machines : Learning with Many Relevant Features. Proceedings of the 10th European Conference on Machine Learning, 1998. 1998, 137-142
• JOACHIMS, T. Transductive Inference for Text Classification using Support Vector Machines. Proceedings of the 16th International Conference on Machine Learning, 1999. 1999, 200-209

Terms in the title (4)： サポートベクタマシン ,  文書 ,  分類 ,  仮想