No. 5, 2024

SYSTEM ANALYSIS AND INTELLIGENT INFORMATION PROCESSING

1. Improving electrochemical approaches to ensure food safety and quality using temporal machine learning techniques in the development of user interfaces G.G. Bizhanova, Z.A. Bashirova, M.V. Ivanova, G.G. Zaripova, I.A. Gareev, L.D. Sharipova, A.V. Sidelnikov pp. 5-16
2. On the ethics of artificial intelligence V.A. Shakhnov, A.V. Proletarsky, L.A. Zinchenko, V.V. Kazakov, V.V. Terekhov pp. 17-29
3. Application of artificial intelligence in smart home devices A.A. Gladkikh, A.V. Garaev, D.D. Chernyshov, D.E. Potocki, K.V. Selivanov pp. 30-40

INTELLIGENT COMPLEXES AND SPECIAL PURPOSE SYSTEMS

1. Using the capabilities of EfficientNetB0 machine learning model to analyze X-ray images in the diagnosis of tuberculosis A.K. Alzubaidi, A.A. Petrov pp. 41-48
2. Using machine learning methods to detect depression among users of the social network Reddit V.G. Lyalikova, М.М. Bezryadin, D.Yu. Golovanov pp. 49-56
3. Integration of models, methods and software tools that jointly define the logic of decision-making in dynamic intelligent systems G.V. Rybina, V.Yu. Stepankon, A.A. Grigoryev pp. 57-71

NEUROMATHEMATICS

1. Neural network algorithms for modeling switchable technical systems O . V . Druzhinina pp. 72-79

NEUROCOMPUTING SYSTEMS AND THEIR ELEMENTS

1. Unknown objects grasp planning for multi-finger gripper based on attention mechanism A.D. Voronkov, S.A.K. Diane pp. 80-95
2. Comparative study of the effectiveness of autoencoders in anomaly detection tasks V.E. Marley, A.N. Terekhov, Yu.A. Gatchin, V.I. Milushkov, N.N. Limansky pp. 96-106
3. Method and algorithm for static virtual machine placement to improve the efficiency of infocommunication system of data centers A.V. Toutov, M.P. Farkhadov pp. 107-119