Journal Neurocomputers №2 for 2025 year
SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING
Construction of company embeddings based on a vector representation of economic sectors and connections between companies

N.V. Blokhin1, S.V. Makrushin2

1, 2 Financial University under the Government of the Russian Federation (Moscow, Russia)

1, 2 Center for Intelligent Analytical and Robotic Systems (Balashikha, Russia)

1 nvblokhin@fa.ru, 2 svmakrushin@fa.ru

5-12
Practical application of machine learning and artificial intelligence methods in primary analysis of startup success

N.E. Sadkovskaya1, A.N. Manin2, A.P. Gorshkova3, A.V. Prudnikov4
1–4 Moscow Aviation University (National Research University) (Moscow, Russia)

1 natsadkovskaya@rambler.ru, 2 andreym012@gmail.com, 3 alyaayg@yandex.ru, 4 AlexPrudnikov1@yandex.ru

13-22
Development of neural network architecture for conceptual text analysis

R.E. Semenov1, A.B. Sorokin2
1, 2 MIREA – Russian Technological University (Moscow, Russia)

1 9629790@gmail.com, 2 ab__sorokin@mail.ru

23-31
Ergonomic analysis of forest cover disturbance mapping methods using neural networks

B.S. Goryachkin1, N.S. Podoprigorova2, S.S. Podoprigorova3
1–3 Bauman Moscow State Technical University (Moscow, Russia)

1 bsgor@mail.ru, 2 n.podoprigorova@icloud.com, 3 s.podoprigorova@icloud.com

32-42
COMPUTER SIMULATION
Setting up the parameters of dynamic models of the organizational and technological process of railway transport technical vehicles re-pair using Neural ODE

O.V. Druzhinina1, I.V. Makarenkova2, V.V. Maksimova3
1–3 FRС «Computer Science and Control» of RAS (Moscow, Russia)

1 ovdruzh@mail.ru, 2 imakarenkova@ipiran.ru, 3 vmaksimova@mail.ru

43-53
Application of bidirectional multilayer neural network for restoring missing values in time series

A.V. Gulyaev1, S.V. Pivneva2
1, 2 Russian State Social University (Moscow, Russia)

1 Gulyaev81@gmail.com

54-61
INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS
Application of hybrid neural networks to predict changes in the technical condition of a railway track

M.A. Ludagovskaya1, E.D. Larionova2
1, 2 Russian University of Transport (MIIT) (Moscow, Russia)

1 m.ludagovskaya@gmail.com, 2 Eva.sh.2363@gmail.com

62-68
69-77