No. 3, 2024

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Analysis and synthesis of machine learning models for solving the problem of searching for named entities B.S. Goryachkin, R.I. Kim pp. 5-13
2. Development of a service for analysis and selection of collective investment instruments for unqualified investors O.A. Teteneva, R.A. Kochkarov, P.E. Ryabov pp. 14-21
3. Research and development of methods for assessing and optimizing information processes based on the exchange of information between the user and the neural network when writing Unit tests M.A. Panov, D.T. Imranova, S.A. Krasilov pp. 22-35

NEUROMATHEMATICS

1. Machine learning of a convolutional neural network based on a regularizing Bayesian approach S.V. Prokopchina, P.E. Ryabov, E.Yu. Shchetinin pp. 36-44

COMPUTER SIMULATION

1. The use of neural network technologies in the design of printed circuit boards A.V. Arkhipov, K.A. Muravyov, A.A. Solodnjakov, I.S. Potanin pp. 45-54
2. Dual defect detection and generation system in planar surface A.O. Burygin, I.G. Panin pp. 55-67

INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS

1. Program comlex SciLab as a tool for teaching the use of artificial neural networks for processing the results of a chemical experiment A.S. Kuznetsov, E.V. Burlyaeva pp. 68-74