On the classification of text documents taking into account their structural features

A modification of the conventional bag of words model that can take into account the structural features of text documents in their classification (categorization) using machine learning techniques is studied. It is proposed to describe these features by relations on the set of certain lexemes and u...

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Vydáno v:	Journal of computer & systems sciences international Ročník 55; číslo 3; s. 394 - 403
Hlavní autoři:	Gulin, V. V., Frolov, A. B.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Moscow Pleiades Publishing 01.05.2016 Springer Nature B.V
Témata:	Artificial intelligence Classification Classifiers Collection Computer science Computer simulation Control Dictionaries Documents Engineering Machine learning Mathematical analysis Mathematical models Mechatronics Names Pattern Recognition and Image Processing Random variables Robotics Studies Text categorization Texts
ISSN:	1064-2307, 1555-6530
On-line přístup:	Získat plný text
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