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Article

Применение методов машинного обучения для решения задачи автоматической рубрикации статей по УДК

Информационные технологии. 2017. Т. 23. № 6. С. 418-423.
Романов А. Ю., Ломотин К. Е., Козлова Е. С.

The paper deals with the applicability of modern machine learning methods to the problem of automatic generation of UDC for scientific articles. As the classifiers, such models as artificial neural networks, logistic regression and boosting are considered. Graph algorithms and a prototype software module to generate UDC are designed.