Art

J-GLOBAL ID：200902134708175763   Reference number：99A0740665

Information Theory, Statistics, and Machine Learning. Text Classification Using Machine Learning Techniques.

情報理論・統計手法と学習技術 機械学習技術のテキスト分類への応用

Author (1)： LI H (NEC C&Cメディア研)
Material： 計測と制御  (Journal of the Society of Instrument and Control Engineers)
Volume： 38  Issue： 7  Page： 456-460  Publication year： Jul. 10, 1999 
JST Material Number： F0131A  ISSN： 0453-4662  CODEN： KESEA  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *Machine Learning ,...
Semi thesaurus term： 逐次学習

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JST classification (1)： Natural language processing  (JE06000L)

Reference (16)：

• APTE, C. Automated Learning of Decision Rules for Text Categorization. ACM Trans.on Information Systems. 1994, 12, 3, 233-251
• COHEN, W. W. Context-Sensitive Learning Methods for Text Categorization. Proc.of SIGIR'96. 1996, 307-315
• IWAYAMA, M. A Probabilistic Model for Text Categorization Based on a Single Random Variable with Multiple Values. Proc.of 4th Conf.on Applied Natural Language Processing. 1994, 162-167
• KAR, G. A Distance Measure for Automatic Document Classification by Sequential Analysis. Information Processing and Management. 1978, 14, 57-69
• LEWIS, D. D. A Comparison of Two Learning Algorithms for Text Categorization. Proc.of 3rd Annual Symposium on Document Analysis and Information Retrieval. 1994, 81-93

Terms in the title (6)： 情報理論 ,  統計手法 ,  学習 ,  機械学習技術 ,  テキスト分類 ,  応用