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ICONIP
1998

Automated Text Categorization Using Support Vector Machine

13 years 8 months ago
Automated Text Categorization Using Support Vector Machine
In this paper, we study the use of support vector machine in text categorization. Unlike other machine learning techniques, it allows easy incorporation of new documents into an existing trained system. Moreover, dimension reduction, which is usually imperative, now becomes optional. Thus, SVM adapts e ciently in dynamic environments that require frequent additions to the document collection. Empirical results on the Reuters-22173 collection are also discussed.
James Tin-Yau Kwok
Added 01 Nov 2010
Updated 01 Nov 2010
Type Conference
Year 1998
Where ICONIP
Authors James Tin-Yau Kwok
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