Международная школа-семинар
HMMOCS-II 2023: Гибридные методы моделирования и оптимизации в сложных системах
Материалы семинара
II Школа-семинар «Гибридные методы моделирования и оптимизации в сложных системах» - «Hybrid methods of modeling and optimization in complex systems» (HMMOCS-II 2023) прошла 28-30 ноября 2023 года.
Школа-семинар второй год подряд проводится в целях популяризации научно-исследовательской деятельности в приоритетных направлениях и пропаганды достижений научно-исследовательской деятельности в области передовых цифровых, интеллектуальных производственных технологий, создания систем обработки больших объемов данных, построения математических моделей, обмена опытом на региональном, всероссийском и международном уровне.
Организаторы школы-семинара: ОУ «Красноярский краевой Дом науки и техники РосСНИО», Сибирский федеральный университет, Сибирский институт прикладного системного анализа имени А.Н. Антамошкина.
Очная и онлайн сессии прошли 30 ноября 2023 года в Красноярском Доме науки и техники РосСНИО.
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 |