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Regular version of the site

Book chapter

Применение современных методов классификации к рубрикации научных статей по УДК

С. 92-95.
Ломотин К. Е., Козлова Е. С., Колесниченко А. Л., Романов А. Ю.

In the article an efficiency of the modern classification instruments usage for the task of scientific articles texts rubrication according to the UDC classifier is analyzed. The following means are explored: artificial neural networks, cosine similarity, naive Bayesian classifier, decision trees and random forest.