Sequential patterns for text categorization
نویسندگان
چکیده
منابع مشابه
Sequential patterns for text categorization
Text categorization is a well-known task based essentially on statistical approaches using neural networks, Support Vector Machines and other machine learning algorithms. Texts are generally considered as bags of words without any order. Although these approaches have proven to be efficient, they do not provide users with comprehensive and reusable rules about their data. Such rules are, howeve...
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The use of association patterns for text categorization has attracted great interest and a variety of useful methods have been developed. However, the key characteristics of pattern-based text categorization remain unclear. Indeed, there are still no concrete answers for the following two questions: Firstly, what kind of association pattern is the best candidate for pattern-based text categoriz...
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ژورنال
عنوان ژورنال: Intelligent Data Analysis
سال: 2006
ISSN: 1571-4128,1088-467X
DOI: 10.3233/ida-2006-10302