No. 1 (2024): January – March

Published: 2024-05-29

Mathematical Methods of System Analysis, Management and Modelling

The formal model of the metaontology in the declarative knowledge base development for application domains, the elements of which are complex-structured systems

Karina A. Gulyaeva, Irina L. Artemieva

5-27
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Planning an experiment to estimate the parameters of differential equations based on inaccurate observations

Gurami Sh. Tsitsiashvili, Marina A. Osipova, Alexey I. Gudimenko

28-35
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An alternative method for solving fuzzy matrix games

Vladimir G. Chernov

36-48
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Information-measuring, Control and Network Systems

Fault detection in industrial products using small training datasets

Vasily A. Desnitsky, Evgenia S. Novikova

49-61
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Extraction of neural network controller rules in the construction of cognitive automatic control systems

Daniil V. Marshakov, Olga L. Tsvetkova

62-76
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Information Security

Assessing accuracy of speaker-specific approach to logical access spoofing detection

Mikhail V. Evsyukov, Mikhail M. Putyato, Alexander S. Makaryan, Alexander N. Chekrasov

77-93
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Intelligent Information Systems, Data Analysis and Machine Learning

Application of deep learning for the classification of the stage of Alzheimer on the basis of MRI of the brain

Tatiana V. Azarnova, Daniil A. Pozdnyakov

94-103
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Algorithms for constructing non-elementary linear regressions using forward selection method

Mikhail P. Bazilevskiy

104-113
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Algorithms for classification of objects in images of the receiving camera of a modern reverse vending machines

Zakhar S. Gostev, Alexander A. Sirota

114-126
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Algorithm for solving the problem of irregular pattern cutting using of artificial neural networks

Sergei A. Zykin, Yulia I. Valiakhmetova, Alexandr A. Petrenko, Rustam A. Fayzrakhmanov

127-136
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Mechanism for evaluating the results of detection and classification of objects in medical images

Andrei V. Rudenko, Marina A. Rudenko, Irina Leonidovna Kashirina

137-148
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N-Shot learning models and methods and their application in semantic segmentation tasks: a systematized review, part i, Zero-Shot Learning

Rostislav R. Otyrba, Alexander A. Sirota

149-165
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Computer Linguistics and Natural Language Processing

Morphological analysis methods for non-dictionary words to improve the accuracy of morphological processing of texts in the russian language

Alexander N. Rykunov, Ekaterina V. Politsyna, Sergey A. Politsyn, Alexander S. Porechny

166-177
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