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Knowledge Representation for Multilingual Text Categorization  Loukachevitch N. -
Text Categorization Tasks for Large Hierarchial Systems of Categories  Ageev M., Dobrov B., Loukachevitch N. -
An Evaluation of Statistical Approaches to Text Categorization (1997)  Yiming Yang - This paper is a comparative study of text categorization methods. Fourteen methods are investigated, based on previously published results and newly obtained results from additional experiments.
Automatic Classification  C. J. "Keith" van Rijsbergen - Chapter 3 from the book "Information Retrieval".
Machine Learning in Automated Text Categorization  F Sebastiani - One of the best paper on this topic.
Support Vector Machine Parameter Optimization for Text Categorization Problems  Ageev M.S., Dobrov B.V. -

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