No. 4, 2024

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Development of a geoacoustic database management system: technologies and practical aspects A.V. Khrypchenko, A.Yu. Vyrodov pp. 5-17
2. Approach to improving the quality of program code generation by large language models A.N. Timofeev, S.S. Mikhaylova pp. 18-26
3. Approaches to the implementation of river information systems for inland water transport S.S. Lyalkov, O.N. Andreeva pp. 27-34

NEUROCOMPUTING SYSTEMS AND THEIR ELEMENTS

1. Optimization of neural network architecture using genetic algorithms: a case study in diabetes prediction Hou Menhai pp. 35-44
2. Application of convolutional neural network and evolutionary algorithm to predict the outcome of adverse drug interactions O.V. Nepomnyashchiy, A.G. Khantimirov, M.M.I. Al-Saghir, S.A. Kotov pp. 45-55
3. Сyberphysical representation of robots of the neuro-network collective of automata on a chip V.N. Ruchkin, V.A. Fulin, B.V. Kostrov, D.V. Grigorenko, E.V. Ruchkina pp. 56-68

INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS

1. Architectures of modern intelligent systems: synergy of cybernetics and symbolic artificial intelligence, tools and technologies for the developmentof intelligent systems G.V. Rybina pp. 69-82