No. 3, 2025

INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS

1. Use of recurrent neural networks to predict vibration load indicators K . D . Stepanov, O.V. Druzhinina pp. 5-12
2. Digital structure of inland waterways as a basis for information systems of dispatching services for river transport S.S. Lyalkov, O.N. Andreeva pp. 13-19
3. Optimization of neural network models for personalization of educational processes: comparison of methods and variability analysis of architectures A.Yu. Cherepkov pp. 20-25

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Technique of intelligent segmentation of tumors on ultrasound images using the U-Net neural network architecture A.K. Al-Zubaidi pp. 26-32
2. Methodology for managing model risks in predicting demand for the manufacturing company's products M. N. Belozerov pp. 33-39
3. Mechanisms of emergence and suppression of factual distortions in autoregressive language models V.O. Ivanov pp. 40-48
4. Analysis of challenges of automatic sentiment detection methods in unstructured texts E.A. Presnov, A.N. Alpatov pp. 49-61

COMPUTER SIMULATION

1. Hybrid deep learning model for time series forecasting A.V. Gulyaev pp. 62-72
2. Data modeling for machine learning-based fault detection and prediction in building life support systems A. Dahe, V.V. Stuchilin pp. 73-81