Research of neural networks application efficiency in automatic scientific articles classification according to UDC

In this work realization of automatic scientific articles classification according to Universal Decimal Classifier is presented. Efficiency of neural networks technologies application for current task is researched, and optimal neural network structure and parameters are offered.