Dmitry Gudovskikh

The complex of neural networks and probabilistic methods for mathematical modeling of the syntactic structure of a sentence of natural language

2016 · Journal of Physics Conference Series

The formalized model to construct the syntactic structure of sentences of a natural language is presented. On base of this model the complex algorithm with use of neural networks founded on data of Russian National …

Deep Learning neural nets versus traditional machine learning in gender identification of authors of RusProfiling texts

2018 · Procedia Computer Science

In this paper we compare accuracies of solving the task of gender identification of RusPro-filing texts without gender deception on base of two types of data-driven modeling approaches: on the one hand, well-known conventional machine …