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JOURNALS // Artificial Intelligence and Decision Making // Archive

2024, Issue 2


Decision support systems
Patterns of human-machine collaboration in decision support systems
A. V. Smirnov, T. V. Levashova
3
Medical decision support system for early diagnosis of liver disease
A. S. Serobabov, L. A. Denisova
18

AI-enabled systems
The possibility to use artificial intelligence methods in predicting the outcomes of neurosurgical operations
M. I. Zabezhailo, A. V. Gavrjushin
37
Optimization of the operation of an oil refining plant using a neural network forecast of its economic efficiency
A. S. Nuzhny, E. N. Levchenko, M. R. Usmanov
53

System, evolutionary, cognitive modeling
An improved alphabet for graphic-analytical modeling of processes using system-object analysis
S. I. Matorin, S. A. Pesotsky, A. G. Zhikharev, Yu. V. Dmitrieva
62
Heterogeneous semantic networks in formal description of the organization of psychological structures
I. O. Aleksandrov, N. Y. Maksimova
76
Hybrid algorithm for mixed multi-objective optimization “cuckoo search” with genetic crossover operator
K. S. Sarin
87

Intelligent planning and control
New approaches to the approximation of solutions in machine learning
A. S. Gorobtsov, E. N. Ryzhov, J. A. Orlova, A. R. Donsckaia
106

Machine learning, neural networks
Development of a three-dimensional convolutional neural network with attention for aneurysm detection
S. G. Sinitsa, E. I. Zyablova, D. O. Kardailskaya, I. A. Zayats, A. A. Khalafyan, A. V. Ishchenko
116

Analysis of signals, audio and video information
A fast optimization technique for the regression estimation of the probability density of a one-dimensional random variable
A. V. Lapko, À. L. Vasily
123


© Steklov Math. Inst. of RAS, 2026