No. 2, 2025

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Construction of company embeddings based on a vector representation of economic sectors and connections between companies N.V. Blokhin, S.V. Makrushin pp. 5-12
2. Practical application of machine learning and artificial intelligence methods in primary analysis of startup success N.E. Sadkovskaya, A.N. Manin, A.P. Gorshkova, A.V. Prudnikov pp. 13-22
3. Development of neural network architecture for conceptual text analysis R.E. Semenov, A.B. Sorokin pp. 23-31
4. Ergonomic analysis of forest cover disturbance mapping methods using neural networks B.S. Goryachkin, N.S. Podoprigorova, S.S. Podoprigorova pp. 32-42

COMPUTER SIMULATION

1. 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. Druzhinina, I.V. Makarenkova, V.V. Maksimova pp. 43-53
2. Application of bidirectional multilayer neural network for restoring missing values in time series A.V. Gulyaev, S.V. Pivneva pp. 54-61

INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS

1. Application of hybrid neural networks to predict changes in the technical condition of a railway track M.A. Ludagovskaya, E.D. Larionova pp. 62-68
2. Using of artificial intelligence methods in the automated system for assessing the vibration effects of vehicles on infrastructure facilities K.D. Stepanov pp. 69-77