II International Workshop
HMMOCS-II 2023: Hybrid methods of modeling and optimization in complex systems
Workshop Materials
II Workshop “Hybrid methods of modeling and optimization in complex systems” (HMMOCS-II 2023) was held on November 28-30, 2023.
The workshop is held for the time to popularize research activities in priority areas and promote the achievements of research activities in the field of advanced digital, intelligent production technologies, the creation of systems for processing large amounts of data, the construction of mathematical models, the exchange of experience at regional and all-Russian and international level.
Organizers: Krasnoyarsk Science and Technology City Hall, Siberian Federal University, Siberian Institute of Applied System Analysis named after A.N. Antamoshkina.
Scientific sessions were held on November 30, 2023 at Krasnoyarsk Science and Technology City Hall.
Hybrid Modeling and Optimization in Complex Systems: Advances and Applications
01001 |
Selection of controlled parameters of the technological process of obtaining CLT panels with increased sound insulation |
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Igor Khramov, and Danil Aun |
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01002 |
Data Envelopment Analysis for efficient traffic management |
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Mariia Pokushko, Roman Pokushko, Roman Kuzmich, Margarita Karaseva, Ilias Aslanidis, and Julia Weitzel |
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01003 |
The method of optimal resource management of a distributed dynamic system based on the algorithm of zeroing neural networks |
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Evgenia Bryukhanova |
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01004 |
Customer churn classification through a weights and structure determination neural network |
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Spyridon D. Mourtas |
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01005 |
Color restoration of images through high order zeroing neural networks |
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Spyridon D. Mourtas |
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01006 |
Online sales prediction approach using methodology of CRISP-DM |
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Chunyang Wang, Alena Stupina, and Sergey Bezhitskiy |
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01007 |
Implementation of a hybrid method for optimizing traffic light phases using Anylogic |
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Artem Stupin, Vladislav Stasiuk, and Olga Shagaeva |
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01008 |
Optimization of the number of repair personnel of the enterprise using the theory of queuing |
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Marina Gerasimova, Anna Firer, Igor Khramov, and Alena Egarmina |
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01009 |
Quantum optimization methods in energy systems |
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Dilnoz Muhamediyeva |
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01010 |
Information models for ensuring the sustainability of transport operations formation in the context of digitalization |
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Kseniia Mukhina, Tatiana Burmenko, and Sergey Gelek |
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01011 |
Process management of heterogeneous services in a digital university based on modified GERT networks |
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Larisa Korpacheva, Alexandra Fedorova, Danila Makienko, and Stanislav Novoshinskiy |
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01012 |
Logical analysis of data using linear approximation and heuristic algorithms for gene expression-based diagnostics |
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Maria Bartosh, and Igor Masich |
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01013 |
Comparison and selection of criteria and features in morphological analysis |
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Dmitry Rakov |
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01014 |
Model of surface plastic deformation technology without coolant application developed based on the use of the Ansys information system and experiment |
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Aleksandr Savelyev |
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01015 |
Search method for optimal interpolation of thermomechanical coefficients for conventional and low alloy steels |
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Evgeniy G. Yashmetov, and Lev A. Kazakovtsev |
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01016 |
A model for describing the administration and processing system of information generated when responding to incidents by fire departments |
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Sergey Gelek, Tatiana Burmenko, and Nikolay Martinovich |
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01017 |
Solving problems of optimizing crop rotation using genetic and ant algorithms |
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Dilnoz Muxamediyeva, Nilufar Niyozmatova, and Boymirzo Samijonov |
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01018 |
Two-level optimization by differential evolution in decision tree learning algorithm |
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Sergei Mitrofanov, and Eugene Semenkin |
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01019 |
Lipschitz global optimization and machine learning: helping each other to solve complex problems |
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Marina Usova, and Konstantin Barkalov |
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01020 |
Multi-level computer systems for automation of scientific research |
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Igor Kovalev, Vasily Losev, Dmitry Kovalev, and Anna Voroshilova |
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01021 |
Modeling of the business process of workers' remuneration as an integral part of a balanced scorecard |
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Helen Matveeva, Svetlana Simagina, Daria Yuskaeva, and Violetta Evstafieva |
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Interdisciplinary Mathematical Modeling and Applications
02001 |
The formation of ergonomic thinking when designing complex information systems in the conditions of socio-technogenic development of the world |
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Alexander Kuzmenko, Rodion Filippov, and Lyudmila Filippova |
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02002 |
Application of mathematical methods to solving problems of digitization of population movement |
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Karolina Ketova, and Daiana Vavilova |
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02003 |
Information modeling of the normal forms of logical functions in Maple system |
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Aleksandr Olenev, Ksenia Kirichek, Aleksandr Shuvaev, and Elena Petlina |
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02004 |
Development of a stress-free algorithm for controlling active running platforms |
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Artem Obukhov, Sergey Karpushkin, Aleksandr Siukhin, Kirill Patutin, and Yaroslav Averin |
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02005 |
Financial time series forecasting methods |
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Anna Zinenko, and Alena Stupina |
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02006 |
Information and logical transformations in Schaeffer and Pierce Bases in Maple |
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Aleksandr Olenev, Ekaterina Potekhina, Alexey Khabarov, and Larisa Zvereva |
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02007 |
Development of the model of external control of quality indicators of electronic courses |
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Boris Shifrin, Igor Eliseev, Viktoriia Sokolova, Sergey Voinash, Ramil Zagidullin, Stanislav Akhmetshin, and Sergey Meshkov |
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02008 |
Using CloudCompare software editing tools for processing a three-dimensional point cloud of an urban development site |
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Dmitry Gura, Ekaterina Karamysheva, and Saida Pshidatok |
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02009 |
Information entropy of the generalized beta distribution |
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Vitaly G Polosin |
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02010 |
Topological optimization of the design of a permanent magnet synchronous motor using a genetic algorithm |
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Timur Petrov |
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02011 |
Modeling the gas and liquid flow in the channels of the microplasmatron that is a plasma unit for applying fine coatings |
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Yuliya Soboleva, Maxim Mikhailov, and Eduard Sariev |
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02012 |
System approach to building a mathematical model of a complex organizational-technical system in transport |
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Aleksandr Zhukov, Timur Kalinin, Igor Kartsan, Vladimir Lisickiy, and Vladislav Stasiuk |
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02013 |
Methods for detecting and counting nodes in images of crack networks |
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Alexey Rybakov |
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02014 |
CFD simulation of unstable fluid flows in the rotor of a high-speed precipitation centrifuge |
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Sergey Mordanov, Anatoly Khomyakov, Victoria Gushshamova, Elizaveta Vlasova, Mikhail Beloded, and Pavel Shkurin |
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02015 |
Design of information support systems for enterprises based on the principles of system analysis |
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Sergei Bobrovskiy, Sergei Skorokhodov, and Ivan Chekanov |
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02016 |
Optimization of conditions for the formation of functional coatings based on carboxymethylcellulose with chromium |
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Natalia Antonova, and Anna Khokhlova |
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02017 |
Information and methodological support for intermediate checks of equipment and assessment of metrological characteristics |
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Shodlik Masharipov, Oybek Mustafayev, and Sunnat Oymirov |
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02018 |
Environmental issues associated with computing and technological development |
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Elina R. Guzueva, Natalya I. Pikuleva, and Angela L. Kilchukova |
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02019 |
Automatic design of mutation parameter adaptation for differential evolution |
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Vladimir Stanovov, and Eugene Semenkin |
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02020 |
Thefittest: evolutionary machine learning in Python |
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Pavel Sherstnev |
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02021 |
Development and analysis of a self-configuring differential evolution algorithm |
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Zakhar Novikov, and Aleksei Vakhnin |
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02022 |
Using cooperative coevolution in large-scale black-box constraint satisfaction problems |
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Aleksei Vakhnin, and Zakhar Novikov |
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02023 |
On the performance of standard nature-inspired algorithms in solving non-stationary optimization problems |
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Kaiwang Cui, and Evgenii Sopov |
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02024 |
A comparative study of state-of-the-art multi-objective optimization algorithms |
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Jiawei Li, and Evgenii Sopov |
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02025 |
Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes |
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Ivan Polevshchikov, and Elena Litvinova |
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Data mining, machine learning and pattern recognition
03001 |
Developing a machine learning model for fake news detection |
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Rodion Filippov, Anna Sazonova, and Yuri Leonov |
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03002 |
System for analyzing data from camera traps based on a two-stage neural network approach for operational remote monitoring |
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Vladislav Efremov, Andrew Leus, Dmitry Gavrilov, Daniil Mangazeev, Victor Zuev, Alexandra Radysh, Ivan Kholodnyak, Nikita Vodichev, and Masoud Vahid Dastgerdi |
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03003 |
Neural network algorithm for predicting human speed based on computer vision and machine learning |
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Artem Obukhov, Daniil Teselkin, Ekaterina Surkova, Artem Komissarov, and Maxim Shilcin |
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03004 |
Streaming geocoding of incidents based on information from social networks |
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Yana Bekeneva, and Alexandr Lopushanskiy |
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03005 |
Detection of malicious requests aimed at disrupting the availability of cyber-physical systems |
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Anastasia Iskhakova |
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03006 |
Sample size analysis for conducting research |
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Mariia Pokushko, Margarita Karaseva, Roman Pokushko, Ilias Aslanidis, Julia Weitzel, and Artur Nikiforov |
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03007 |
Supervised machine learning with regression for the IRT-T reactor cooling system |
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Maxim Kublinskiy, Nikita Smolnikov, and Artem Naymushin |
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03008 |
Generation of a text description of weakly structured optical coherence tomography images |
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Arthur Zhigalov, Alexander Lositsky, Lyubov Grishina, and Irina Bolodurina |
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03009 |
Influence of the number of attribute binarization thresholds on the quality of the generated set of rules for the method of logical analysis of data |
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Roman Kuzmich, Katerina Ponomareva, and Artur Nikiforov |
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03010 |
Model of the influence of weather conditions on car traffic (using the example of weather conditions in Siberia) |
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Artem Stupin, Natalia Dubovik, and Olga Shagaeva |
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03011 |
The automated recognition part markings algorithms |
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Anton Kozlov, Lyudmila Ugarova, Nikolay Loginov, and Vadim Gulyaev |
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03012 |
Enhancing unmanned aerial vehicle capabilities: integrating YOLO algorithms for diverse industrial applications |
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Nikolai Guliutin, and Oleslav Antamoshkin |
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03013 |
Software system for contactless text input based on computer vision |
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Pavel Peresunko, Alexander Bochkarev, Egor Larionov, Evgenia Peresunko, Victoria Kosheleva, and Igor Kovalev |
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03014 |
Methodology for assessing the predicted didactic effects from the use of educational and training tools |
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Aleksandr Zhukov, Timur Kalinin, Igor Kartsan, Maksim Makarov, and Ekaterina Karabitsina |
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03015 |
Algorithm for extracting contours of agricultural crops images |
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Narzillo Mamatov, Malika Jalelova, Boymirzo Samijonov, and Abdurashid Samijonov |
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03016 |
Scientific basis and practical application of formalization by making decisions taking into account the uncertainty of the results of gas analyzers in the process of comparison |
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Mirolim Mahmudjonov, Shodlik Masharipov, and Parakhat Matyakubova |
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03017 |
Electroencephalogram data analysis using Convolutional Neural Networks and Gramian Angular Field |
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Lyudmila Egorova, Ivan Rozhnov, Lev Kazakovtsev, and Anastasiya Polyakova |
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Adaptive Intelligence: Exploring Learning in Evolutionary Algorithms and Neural Networks
04001 |
Application of an effective neural network architecture based on deep learning algorithms for the development of a noninvasive neurocomputer interface |
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Denis Karandeev, Irina Karandeeva, Irina Bychkova, and Ruslan Bazhenov |
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04002 |
Optimized zone-based vehicle speed estimation and classification |
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Masoud Vahid Dastgerdi, Andrey Leus, Viktor Zuev, Nikita Vodichev, Ivan Kholodnyak, Vladislav Efremov, Daniil Mangazeev, and Nikita Pecherkin |
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04003 |
Speech enhancement augmentation for robust speech recognition in noisy environments |
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Rauf Nasretdinov, Andrey Lependin, and Ilya Ilyashenko |
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04004 |
Everted U-Net for 3D scene reconstruction and segmentation |
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Vladislav Mymlikov, Oleslav Antamoshkin, and Maxim Farafonov |
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04005 |
Modeling reflection in artificial intelligence systems: state of art and prospects |
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Sergey Listopad, Vladimir Matsoula, and Alexander Luchko |
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04006 |
Functional structure of reflexive-active systems of artificial heterogeneous intelligent agents |
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Sergey Listopad |
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04007 |
Issues with generative artificial intelligence tools |
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Saida K. Labazanova, Timur G. Aygumov, and Marat Kh. Mursaliev |
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04008 |
Training of highly qualified specialists in the field of software development: problems and solutions in higher educational institutions of Ecuador |
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Valeria Esthefania, Quiroz Cabascango, and Diana Esmeralda Molina Calvopiña |
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04009 |
Artificial intelligence's ability to process images |
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Islam A. Magomedov, Amina Sh. Khafizova, and Fardiana R. Ketova |
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04010 |
Multi-objective parametric synthesis of loss functions in neural networks with evolutionary algorithms |
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Eduard Morozov, and Vladimir Stanovov |
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04011 |
Investigation of the impact effectiveness of adversarial data leakage attacks on the machine learning models |
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Denis Parfenov, Lubov Grishina, Artur Zhigalov, and Anton Parfenov |
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04012 |
Application of the evolutionary approach to structural and parametric identification of dynamic objects |
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Tatiana Karaseva |
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04013 |
The comparison of different PDP-type self-adaptive schemes for the cooperation of GA, DE, and PSO algorithms |
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Anton Sopov, and Tatiana Karaseva |
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04014 |
Clustering of bacteria by the triplet composition of 5S RNA |
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Iuliia Ovchinnikova, Michael Sadovsky, and Vladislav Sokolov |