Journal Neurocomputers №3 for 2025 year
INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS
Use of recurrent neural networks to predict vibration load indicators

K.D. Stepanov1, O.V. Druzhinina2
1 Russian University of Transport (MIIT) (Moscow, Russia)
2 FRС «Computer Science and Control» of RAS (Moscow, Russia)

1 sksteps@mail.ru, 2 ovdruzh@mail.ru

5-12
Digital structure of inland waterways as a basis for information systems of dispatching services for river transport

S.S. Lyalkov1, O.N. Andreeva2
1, 2 MIREA – Russian Technological University (Moscow, Russia)

1 info@radiotec.ru

13-19
Optimization of neural network models for personalization of educational processes: comparison of methods and variability analysis of architectures

A.Yu. Cherepkov1
1 Bunin Yelets State University (Yelets, Russia)

1 cherepkov.andrey@mail.ru

20-25
SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING
Technique of intelligent segmentation of tumors on ultrasound images using the U-Net neural network architecture

A.K. Al-Zubaidi1
1 Bunin Yelets State University (Yelets, Russia)

1 azhrstar90@gmail.com

26-32
Methodology for managing model risks in predicting demand for the manufacturing company's products

M. N. Belozerov1
1 National Research Technological University «MISIS» (Moscow, Russia)

1 mnbelozyorov@gmail.com

33-39
Mechanisms of emergence and suppression of factual distortions in autoregressive language models

V.O. Ivanov1
1 Military University of Radioelectronics (Cherepovets, Russia)

1 info@radiotec.ru

40-48
Analysis of challenges of automatic sentiment detection methods in unstructured texts

E.A. Presnov1, A.N. Alpatov2
1, 2 MIREA – Russian Technological University (Moscow, Russia)

1 presnov.e.a@yandex.ru, 2 alpatov@mirea.ru

49-61
COMPUTER SIMULATION
Hybrid deep learning model for time series forecasting

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

1 Gulyaev81@gmail.com

62-72
Data modeling for machine learning-based fault detection and prediction in building life support systems

A. Dahe1, V.V. Stuchilin2
1, 2 National University of Science and Technology «MISIS» (Moscow, Russia)

1 m2112269@edu.misis.ru, 2 stuchilin.vv@misis.ru

73-81