Journal Neurocomputers №6 for 2024 year
Neural network models for forecasting regional agricultural exports

G.N. Kamyshova1, D.A. Prokopeva2

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

1 gnkamyshova@fa.ru, 2 202090@edu.fa.ru

6-13
Efficient fire detection using generative augmentations

N.A. Andriyanov1, A.L. Kim2

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

1 naandriyanov@fa.ru, 2 alkim@fa.ru

14-22
Errors in the operation of neural network systems and malicious machine learning in technical vision tasks

A.V. Ermolenko1, V.M. Polushkin2, M.V. Smirnov3

1,2 FSBI "46 Central Research Institute" of the Russian Ministry of Defense (Moscow, Russia)

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

3 academy@fa.ru

23-30
Application of large language models and machine translation technologies in health care

R.A. Kochkarov1, A.M. Poykalaynen2

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

1 rkochkarov@fa.ru, 2 ampojkalajnen@fa.ru

31-38
Cervical spine fracture detection using artificial intelligence methods

D.I. Veselov1, N.A. Andriyanov2

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

1 diveselov@fa.ru, 2 naandriyanov@fa.ru

39-48
Machine learning in trading: a trading robot based on a deep learning model

M.V. Dobrina1, V.К. Kaverina2

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

1 MVDobrina@fa.ru, 2 vkkaverina@fa.ru

49-54
Current state of research on the collapse problem of deep learning models

I.V. Statsеnko1, N.A. Andriyanov2, O.S. Shishkin3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1,3 foreth35@gmail.com, 2 naandriyanov@fa.ru

55-64
Machine learning in estimating the thermal conductivity of rocks: advantages and disadvantages

E.N. Ramazanova1

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

1 enramazanova@fa.ru

65-75
Using machine learning to analyze employee loyalty based on textual reviews

G.N. Zholobova1, E.D. Sinitsyna2

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

1 gnzholobova@fa.ru, 2 katya_sinitsyna@mail.ru

76-85
Generation of deep graphs with elements of fractal structure and their application on the example of modeling news networks

V.S. Gavrilov1, R.A. Kochkarov2, A.A. Kochkarov3, D.V. Serdechny4, S.A. Korchagin5

1–5 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 232114@edu.fa.ru, 2 rkochkarov@fa.ru, 3 akochkarov@fa.ru, 4 dvserdechny@fa.ru, 5 sakorchagin@fa.ru

86-98
Analysis of the efficiency of renewable energy sources in the subjects of the Russian Federation using an interactive map

N.V. Grineva1, V.E. Frantsov2

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

1 NGrineva@fa.ru, 2 221699@edu.fa.ru

99-106
Improving the completeness of information delivery in case of disconnection of communication lines of the space monitoring center based on the modified Dijkstra algorithm

V.G. Feklin1, A.S. Zakharov2, I.D. Yastrebov3, A.M. Savchuk4

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

2,4 Lomonosov Moscow State University (Moscow, Russia)

3 JSC V.V. Tikhomirov Scientific Research Institute of Instrument Design (Zhukovsky, Russia)

1 VFeklin@fa.ru, 2 zakharov.as17@physics.msu.ru, 3 ilyayastreb98@mail.ru, 4 savchuk@cosmos.msu.ru

107-113
Аutomated information system for navigation of road vehicles considering weather conditions

E.I. Kublik1, M.S. Chipchagov2, I.E. Tsvetkov3, A.S. Vyugina4

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1,4 Russian Technological University MIREA (Moscow, Russia)

1 ewkub@mail.ru, 2 MSCHipchagov@fa.ru, 3 ietsvetkov@fa.ru, 4 annasvyugina@yandex.ru

114-125
Real-time model for assessing and forecasting transport network congestion

R.S. Ekhlakov1

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

1 rsekhlakov@fa.ru

126-134
Application of ant algorithms for topology optimization of quantum key distribution networks

E.S. Razdyakonov1

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

1 esrazdyakonov@gmail.com

135-143