ITM Web of Conferences

Open Access

Overview of the II International Workshop “Hybrid methods of modeling and optimization in complex systems” (HMMOCS-II 2023) 00001

Predrag Stanimirović, Alena Stupina and Igor Kovalev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245900001

• Abstract
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Open Access

Selection of controlled parameters of the technological process of obtaining CLT panels with increased sound insulation 01001

Igor Khramov and Danil Aun

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901001

• Abstract
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Open Access

Data Envelopment Analysis for efficient traffic management 01002

Mariia Pokushko, Roman Pokushko, Roman Kuzmich, Margarita Karaseva, Ilias Aslanidis and Julia Weitzel

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901002

• Abstract
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Open Access

The method of optimal resource management of a distributed dynamic system based on the algorithm of zeroing neural networks 01003

Evgenia Bryukhanova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901003

• Abstract
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Open Access

Customer churn classification through a weights and structure determination neural network 01004

Spyridon D. Mourtas

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901004

• Abstract
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Open Access

Color restoration of images through high order zeroing neural networks 01005

Spyridon D. Mourtas

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901005

• Abstract
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Open Access

Online sales prediction approach using methodology of CRISP-DM 01006

Chunyang Wang, Alena Stupina and Sergey Bezhitskiy

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901006

• Abstract
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Open Access

Implementation of a hybrid method for optimizing traffic light phases using Anylogic 01007

Artem Stupin, Vladislav Stasiuk and Olga Shagaeva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901007

• Abstract
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Open Access

Optimization of the number of repair personnel of the enterprise using the theory of queuing 01008

Marina Gerasimova, Anna Firer, Igor Khramov and Alena Egarmina

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901008

• Abstract
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Open Access

Quantum optimization methods in energy systems 01009

Dilnoz Muhamediyeva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901009

• Abstract
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Open Access

Information models for ensuring the sustainability of transport operations formation in the context of digitalization 01010

Kseniia Mukhina, Tatiana Burmenko and Sergey Gelek

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901010

• Abstract
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Open Access

Process management of heterogeneous services in a digital university based on modified GERT networks 01011

Larisa Korpacheva, Alexandra Fedorova, Danila Makienko and Stanislav Novoshinskiy

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901011

• Abstract
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Open Access

Logical analysis of data using linear approximation and heuristic algorithms for gene expression-based diagnostics 01012

Maria Bartosh and Igor Masich

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901012

• Abstract
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Open Access

Comparison and selection of criteria and features in morphological analysis 01013

Dmitry Rakov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901013

• Abstract
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Open Access

Model of surface plastic deformation technology without coolant application developed based on the use of the Ansys information system and experiment 01014

Aleksandr Savelyev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901014

• Abstract
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Open Access

Search method for optimal interpolation of thermomechanical coefficients for conventional and low alloy steels 01015

Evgeniy G. Yashmetov and Lev A. Kazakovtsev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901015

• Abstract
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Open Access

A model for describing the administration and processing system of information generated when responding to incidents by fire departments 01016

Sergey Gelek, Tatiana Burmenko and Nikolay Martinovich

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901016

• Abstract
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Open Access

Solving problems of optimizing crop rotation using genetic and ant algorithms 01017

Dilnoz Muxamediyeva, Nilufar Niyozmatova and Boymirzo Samijonov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901017

• Abstract
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Open Access

Two-level optimization by differential evolution in decision tree learning algorithm 01018

Sergei Mitrofanov and Eugene Semenkin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901018

• Abstract
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Open Access

Lipschitz global optimization and machine learning: helping each other to solve complex problems 01019

Marina Usova and Konstantin Barkalov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901019

• Abstract
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Open Access

Multi-level computer systems for automation of scientific research 01020

Igor Kovalev, Vasily Losev, Dmitry Kovalev and Anna Voroshilova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901020

• Abstract
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Open Access

Modeling of the business process of workers' remuneration as an integral part of a balanced scorecard 01021

Helen Matveeva, Svetlana Simagina, Daria Yuskaeva and Violetta Evstafieva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245901021

• Abstract
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Open Access

The formation of ergonomic thinking when designing complex information systems in the conditions of socio-technogenic development of the world 02001

Alexander Kuzmenko, Rodion Filippov and Lyudmila Filippova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902001

• Abstract
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Open Access

Application of mathematical methods to solving problems of digitization of population movement 02002

Karolina Ketova and Daiana Vavilova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902002

• Abstract
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Open Access

Information modeling of the normal forms of logical functions in Maple system 02003

Aleksandr Olenev, Ksenia Kirichek, Aleksandr Shuvaev and Elena Petlina

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902003

• Abstract
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Open Access

Development of a stress-free algorithm for controlling active running platforms 02004

Artem Obukhov, Sergey Karpushkin, Aleksandr Siukhin, Kirill Patutin and Yaroslav Averin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902004

• Abstract
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Open Access

Financial time series forecasting methods 02005

Anna Zinenko and Alena Stupina

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902005

• Abstract
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Open Access

Information and logical transformations in Schaeffer and Pierce Bases in Maple 02006

Aleksandr Olenev, Ekaterina Potekhina, Alexey Khabarov and Larisa Zvereva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902006

• Abstract
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Open Access

Development of the model of external control of quality indicators of electronic courses 02007

Boris Shifrin, Igor Eliseev, Viktoriia Sokolova, Sergey Voinash, Ramil Zagidullin, Stanislav Akhmetshin and Sergey Meshkov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902007

• Abstract
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Open Access

Using CloudCompare software editing tools for processing a three-dimensional point cloud of an urban development site 02008

Dmitry Gura, Ekaterina Karamysheva and Saida Pshidatok

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902008

• Abstract
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Open Access

Information entropy of the generalized beta distribution 02009

Vitaly G. Polosin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902009

• Abstract
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Open Access

Topological optimization of the design of a permanent magnet synchronous motor using a genetic algorithm 02010

Timur Petrov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902010

• Abstract
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Open Access

Modeling the gas and liquid flow in the channels of the microplasmatron that is a plasma unit for applying fine coatings 02011

Yuliya Soboleva, Maxim Mikhailov and Eduard Sariev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902011

• Abstract
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Open Access

System approach to building a mathematical model of a complex organizational-technical system in transport 02012

Aleksandr Zhukov, Timur Kalinin, Igor Kartsan, Vladimir Lisickiy and Vladislav Stasiuk

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902012

• Abstract
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Open Access

Methods for detecting and counting nodes in images of crack networks 02013

Alexey Rybakov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902013

• Abstract
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Open Access

CFD simulation of unstable fluid flows in the rotor of a high-speed precipitation centrifuge 02014

Sergey Mordanov, Anatoly Khomyakov, Victoria Gushshamova, Elizaveta Vlasova, Mikhail Beloded and Pavel Shkurin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902014

• Abstract
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Open Access

Design of information support systems for enterprises based on the principles of system analysis 02015

Sergei Bobrovskiy, Sergei Skorokhodov and Ivan Chekanov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902015

• Abstract
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Open Access

Optimization of conditions for the formation of functional coatings based on carboxymethylcellulose with chromium 02016

Natalia Antonova and Anna Khokhlova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902016

• Abstract
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Open Access

Information and methodological support for intermediate checks of equipment and assessment of metrological characteristics 02017

Shodlik Masharipov, Oybek Mustafayev and Sunnat Oymirov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902017

• Abstract
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Open Access

Environmental issues associated with computing and technological development 02018

Elina R. Guzueva, Natalya I. Angela and Angela L. Kilchukova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902018

• Abstract
• PDF (161.0 KB)
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Open Access

Automatic design of mutation parameter adaptation for differential evolution 02019

Stanovov Vladimir and Eugene Semenkin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902019

• Abstract
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Open Access

Thefittest: evolutionary machine learning in Python 02020

Pavel Sherstnev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902020

• Abstract
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Open Access

Development and analysis of a self-configuring differential evolution algorithm 02021

Zakhar Novikov and Aleksei Vakhnin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902021

• Abstract
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Open Access

Using cooperative coevolution in large-scale black-box constraint satisfaction problems 02022

Aleksei Vakhnin and Zakhar Novikov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902022

• Abstract
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Open Access

On the performance of standard nature-inspired algorithms in solving non-stationary optimization problems 02023

Kaiwang Cui and Evgenii Sopov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902023

• Abstract
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Open Access

A comparative study of state-of-the-art multi-objective optimization algorithms 02024

Jiawei Li and Evgenii Sopov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902024

• Abstract
• PDF (1.264 MB)
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Open Access

Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes 02025

Ivan Polevshchikov and Elena Litvinova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245902025

• Abstract
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Open Access

Developing a machine learning model for fake news detection 03001

Rodion Filippov, Anna Sazonova and Yuri Leonov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903001

• Abstract
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Open Access

System for analyzing data from camera traps based on a two-stage neural network approach for operational remote monitoring 03002

Vladislav Efremov, Andrew Leus, Dmitry Gavrilov, Daniil Mangazeev, Victor Zuev, Alexandra Radysh, Ivan Kholodnyak, Nikita Vodichev and Masoud Vahid Dastgerdi

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903002

• Abstract
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Open Access

Neural network algorithm for predicting human speed based on computer vision and machine learning 03003

Artem Obukhov, Daniil Teselkin, Ekaterina Surkova, Artem Komissarov and Maxim Shilcin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903003

• Abstract
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Open Access

Streaming geocoding of incidents based on information from social networks 03004

Yana Bekeneva and Alexandr Lopushanskiy

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903004

• Abstract
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Open Access

Detection of malicious requests aimed at disrupting the availability of cyber-physical systems 03005

Anastasia Iskhakova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903005

• Abstract
• PDF (929.6 KB)
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Open Access

Sample size analysis for conducting research 03006

Mariia Pokushko, Margarita Karaseva, Roman Pokushko, Ilias Aslanidis, Julia Weitzel and Artur Nikiforov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903006

• Abstract
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Open Access

Supervised machine learning with regression for the IRT-T reactor cooling system 03007

Maxim Kublinskiy, Nikita Smolnikov and Artem Naymushin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903007

• Abstract
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Open Access

Generation of a text description of weakly structured optical coherence tomography images 03008

Arthur Zhigalov, Alexander Lositsky, Lyubov Grishina and Irina Bolodurina

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903008

• Abstract
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Open Access

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 03009

Kuzmich Roman, Ponomareva Katerina and Nikiforov Artur

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903009

• Abstract
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Open Access

Model of the influence of weather conditions on car traffic (using the example of weather conditions in Siberia) 03010

Artem Stupin, Natalia Dubovik and Olga Shagaeva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903010

• Abstract
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Open Access

The automated recognition part markings algorithms 03011

Anton Kozlov, Lyudmila Ugarova, Nikolay Loginov and Vadim Gulyaev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903011

• Abstract
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Open Access

Enhancing unmanned aerial vehicle capabilities: integrating YOLO algorithms for diverse industrial applications 03012

Nikolai Guliutin and Oleslav Antamoshkin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903012

• Abstract
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Open Access

Software system for contactless text input based on computer vision 03013

Pavel Peresunko, Bochkarev Alexander, Egor Larionov, Evgenia Peresunko, Victoria Kosheleva and Igor Kovalev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903013

• Abstract
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Open Access

Methodology for assessing the predicted didactic effects from the use of educational and training tools 03014

Aleksandr Zhukov, Timur Kalinin, Igor Kartsan, Maksim Makarov and Ekaterina Karabitsina

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903014

• Abstract
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Open Access

Algorithm for extracting contours of agricultural crops images 03015

Narzillo Mamatov, Malika Jalelova, Boymirzo Samijonov and Abdurashid Samijonov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903015

• Abstract
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Open Access

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 03016

Mirolim Mahmudjonov, Shodlik Masharipov and Parakhat Matyakubova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903016

• Abstract
• PDF (321.0 KB)
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Open Access

Electroencephalogram data analysis using Convolutional Neural Networks and Gramian Angular Field 03017

Lyudmila Egorova, Ivan Rozhnov, Lev Kazakovtsev and Anastasiya Polyakova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245903017

• Abstract
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Open Access

Application of an effective neural network architecture based on deep learning algorithms for the development of a noninvasive neurocomputer interface 04001

Denis Karandeev, Irina Karandeeva, Irina Bychkova and Ruslan Bazhenov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904001

• Abstract
• PDF (385.5 KB)
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Open Access

Optimized zone-based vehicle speed estimation and classification 04002

Masoud Dastgerdi Vahid, Andrey Leus, Viktor Zuev, Nikita Vodichev, Ivan Kholodnyak, Vladislav Efremov, Daniil Mangazeev and Nikita Pecherkin

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904002

• Abstract
• PDF (1.947 MB)
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Open Access

Speech enhancement augmentation for robust speech recognition in noisy environments 04003

Rauf Nasretdinov, Andrey Lependin and Ilya Ilyashenko

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904003

• Abstract
• PDF (525.0 KB)
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Open Access

Everted U-Net for 3D scene reconstruction and segmentation 04004

Vladislav Mymlikov, Oleslav Antamoshkin and Maxim Farafonov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904004

• Abstract
• PDF (830.3 KB)
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Open Access

Modeling reflection in artificial intelligence systems: state of art and prospects 04005

Sergey Listopad, Vladimir Matsoula and Alexander Luchko

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904005

• Abstract
• PDF (222.6 KB)
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Open Access

Functional structure of reflexive-active systems of artificial heterogeneous intelligent agents 04006

Sergey Listopad

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904006

• Abstract
• PDF (289.0 KB)
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Open Access

Issues with generative artificial intelligence tools 04007

Saida K. Labazanova, Timur G. Aygumov and Marat Kh. Mursaliev

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904007

• Abstract
• PDF (506.1 KB)
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Open Access

Training of highly qualified specialists in the field of software development: problems and solutions in higher educational institutions of Ecuador 04008

Valeria Esthefania, Quiroz Cabascango and Diana Esmeralda Molina Calvopiña

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904008

• Abstract
• PDF (219.5 KB)
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Open Access

Artificial intelligence's ability to process images 04009

Islam A. Magomedov, Amina Sh. Khafizova and Fardiana R. Ketova

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904009

• Abstract
• PDF (373.5 KB)
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Open Access

Multi-objective parametric synthesis of loss functions in neural networks with evolutionary algorithms 04010

Eduard Morozov and Vladimir Stanovov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904010

• Abstract
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Open Access

Investigation of the impact effectiveness of adversarial data leakage attacks on the machine learning models 04011

Denis Parfenov, Lubov Grishina, Artur Zhigalov and Anton Parfenov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904011

• Abstract
• PDF (608.2 KB)
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Open Access

Application of the evolutionary approach to structural and parametric identification of dynamic objects 04012

Tatiana Karaseva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904012

• Abstract
• PDF (329.1 KB)
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Open Access

The comparison of different PDP-type self-adaptive schemes for the cooperation of GA, DE, and PSO algorithms 04013

Anton Sopov and Tatiana Karaseva

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904013

• Abstract
• PDF (749.0 KB)
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Open Access

Clustering of bacteria by the triplet composition of 5S RNA 04014

Iuliia Ovchinnikova, Michael Sadovsky and Vladislav Sokolov

Published online: 25 January 2024

DOI: https://doi.org/10.1051/itmconf/20245904014

• Abstract
• PDF (613.8 KB)
• References