Издательство РАДИОТЕХНИКА

K.P. Korshunova - Post-graduate Student, The Branch of National Research University «Moscow Power Engineering Institute» in Smolensk. E-mail: ksenya-kor@mail.ru

The use of neural networks for solving classification problems in diagnosing malfunctions of transport systems

V.V. Belousov1, O.V. Druzhinina2, E.R. Korepanov3, I.V. Makarenkova4, V.V. Maksimova5

1-5 FRС «Computer Science and Control» of RAS (Moscow, Russia)

Design of a data generation model for solving classification problems in the diagnosis of transport system malfunctions

O.V. Druzhinina1, E.R. Korepanov2, A.A. Petrov3, I.V. Makarenkova4, V.V. Maksimova5

1,2,4,5 FRC «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

3 Bunin Yelets State University (Yelets, Russia)

Development of instrumental and methodological support for assessing the technical condition of transport system nodes using neural networks, fuzzy and stochastic modeling algorithms

O.V. Druzhinina1, E.R. Korepanov2, A.A. Petrov3, I.V. Makarenkova4, V.V. Maksimova5

1,2,4,5 Federal Research Center «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

3 Bunin Yelets State University (Yelets, Russia)

1 ovdruzh@ipiran.ru, 2 ekorepanov@ipiran.ru, 3 xeal91@yandex.ru, 4 imakarenkova@ipiran.ru, 5 vmaksimova@mail.ru