HMMOCS-II 2023, HMMOCS-III 2024: Гибридные методы моделирования и оптимизации в сложных системах


Сборник научных трудов

Гибридные методы моделирования и оптимизации сложных систем: Достижения в междисциплинарных подходах к решению сложных задач

Lecture Notes in Networks and Systems

О сборнике


Сборник статей «Hybrid Methods for Modeling and Optimizing Complex Systems: Advances in Interdisciplinary Approaches for Complex Problem Solving» успешно сформирован и передан в издательство для дальнейшей публикации.

В сборник вошли оригинальные научные работы и современные исследования международных экспертов, посвящённые развитию теории и практики моделирования и оптимизации сложных систем. Особое внимание уделено интеграции аналитических, вычислительных и данных-ориентированных подходов, а также их применению в различных научных и инженерных областях, включая машинное обучение, интеллектуальный анализ данных, финансовое моделирование, образование и промышленность. Статьи сборника отражают последние достижения в области гибридных методов и демонстрируют их значимость для инновационных решений и эффективного управления сложными системами.

Благодарим всех авторов, рецензентов и организаторов за вклад в подготовку этого издания. Ожидается, что сборник станет ценным ресурсом для исследователей, практиков, преподавателей и студентов, а представленные в нём результаты будут способствовать дальнейшему развитию научного дискурса и стимулировать новые исследования в данной области.

Сборник в виде статей на английском языке опубликован в Lecture Notes in Networks and Systems (Volume 148)

Статьи в сборнике


 

Section: Hybrid Methods for Modeling and Optimization

  • Maps of the Shortest Paths to the Kufa Mosque Using Network Analysis in Geographic Information Systems
    Ahmed Yahya Abd Abass, Ghanim Sahib Abd
  • Feasibility of Using Topology Optimization for Permanent Magnet Synchronous Generators
    Timur Petrov
  • Creating a Monte Carlo Distribution Simulation Program
    Sergey Masaev, Alina Charikova, Ksenia Ivanova
  • Determination of the Objective Function of Topology Optimization for a Synchronous Generator with Replacement by Ferrite Magnets
    Timur Petrov
  • Mathematical Modeling the Processes of Converting Asymmetric Three-Phase Reactive Power Currents into Secondary Voltage
    T. U. Kurbaniyazov, A. D. Nietbaev, K. M. Najmatdinov, Y. B. Kadirov
  • Mathematical Models and Algorithms for a Transport Intersection in Osh
    Gulzina Adieva, Abdugany Satybaev, Malika Elchieva
  • Features of Some Methods of Modeling Domain Walls in Weak Ferromagnets
    Mirzo Sharipov, Shakhnoza Nizomova
  • Mathematical Modeling of Temperature Stresses in Hollow Thick-Walled Shafts during Laser Chemical-Thermal Treatment
    Jasur Egamov, Nazirjon Safarov, Ilkhomjon Mirsultonov

Section: Machine Learning and Intelligent Data Analysis for Complex Systems

  • GPU-Based Implementation of Object Detection Algorithms Using CUDA Vision Workbench
    Bakhtiyar Rakhimov, Feruza Rakhimova, Ravshonbek Ozodov, Atabek Saidov, Zarina Saidova
  • Developing Approaches to Using Machine Learning Models in Web Applications
    Oybek Mallaev, Otabek Fozilov, Elbek Jumaev
  • Automation of Eddy Current Testing Using Computer Vision and Neural Networks
    Vladimir Malikov, Darya Medvedeva, Alexander Katasonov, Sergey Voinash, Ramil Zagidullin, Irina Vornacheva
  • Study of Quantile Shape Measures of the Burr Type XII
    Vitaly G. Polosin
  • Machine Learning Using the Simplest Perceptron Neural Network Model
    Dmitry A. Kurasov
  • Analysis of Communication Technologies for Synthesizing Model Abstraction of the Smart Dust Objects
    Igor Kovalev, Dmitry Kovalev, Anna Voroshilova, Amelia Grace

Section: Interdisciplinary Applications of Hybrid Methods, Financial Modeling and Forecasting

  • Assessment of the Effectiveness of Forest-Climate Projects through Research and Modeling
    Sergey Medvedev, Yulia Bezrukikh, Mikhail Zyryanov
  • Large-Scale Transport Projects: For or Against
    Maksim Pyataev
  • The Impact of the Tilt Angle of the Upgraded Drum on the Time the Seeds Spend in the Drum
    Ruzimurad Rosulov, Nuriddin Urakov, Khusan Diyorov, Abdurasul Turdiyev
  • Development of an Agricultural Digital Service
    Sergey Belopukhov, Marina Grigoryeva
  • Digital Platform Economy in Russia
    Viktor Prokhorov, Ivan Rozhnov, Olga Maslova
  • Dynamics of Capital Circulation in Agricultural Enterprise Within the Context of Agro-Industrial Production Organization
    D. T. Muhamediyeva, N. A. Niyozmatova, M. H. Raupova, B. N. Samijonov, B. M. Abdullayeva

Section: Innovative Educational Approaches in Complex Systems

  • Improving the Quality of Education with Background Music for Complex Topics in Chemistry
    Sh. E. Bozorova, O. Sh. Egamberdiyeva, A. M. Husanov, K. T. Dovranov, D. Nurmatova, S. Abrayeva
  • Problem Solving Methodology Through Synergetic Approach in Practical Classes in Technical Universities
    Ilkhom Zulfikharov, Saidakhon Atajonova, Liliya Gimaeva, Liliya Yusupova, Renat Yusupov
  • Methodological Tasks of Qualimetry in Conducting a Pedagogical Experiment-Exam
    Saidakhon Atajonova, Ilkhom Zulfikharov, Tursunoy Rasulova, Liliya Gimaeva, Renat Yusupov
  • Methods of Using Advanced Technologies in Teaching Students the Basics of Fire Safety
    Valeriy A. Yakovlev, Nurgun V. Tikhonov
  • Methodology of Teaching Atomic and Nuclear Physics Using Digital Technologies
    Gulnoza Rizaeva
  • Methodology for Developing Students' Information and Communication Competence in the Process of Distance Learning in the Modern Educational Environment
    Shirinboy Olimov, Shakhnoz Samiyeva, Ulug’bek Ibragimov, Sayyora Mirzoeva, Sherzod Sharopov
  • Comparing Traditional and Interactive E-Learning: a Nonparametric Analysis of Academic Performance
    Navruzbek Ruzmetov, Aziza Sharipova, Abdugapur Djamirzaev, Gulshad Yuldasheva, Mukhabat Khalmetova, Roman Tsarev
  • Visualization and 3D Modeling in the Study of the Discipline "Descriptive Geometry and Computer Graphics"
    Victor Prikhodko, Natalya Shumun
  • Evaluating the Effectiveness of an Online Trainer: A Paired T-test Analysis
    Ayman Aljarbouh, Irina Yarygina, Aly Pasha Mohamed, Natalia Bystrova, Roman Tsarev
  • Impact of Learning Format on Student Engagement: Results of the Kraskell-Wallis Test
    Raisa Platonova, Isita Muskhanova, Maret Betilmerzaeva, Agafya Platonova, Amina Yahyaeva, Anastasiya Nikitina

Section: Modeling, Optimization, and Digital Technologies in Industry

  • A New Method and Sensor Design with Improved Metrological Characteristics for Measuring the Mass Fraction of Water in Various Agricultural and Dispersed Materials
    Shodlik Masharipov, Muxtasarxon Xaydarova, Ergash Qoshmonov, Jaloliddin Sadullayev
  • The Automation of Spare Parts Logistics at Railway Transport Infrastructure Facilities
    A. V. Klyukanov, A. L. Zolkin, A. S. Bityutskiy, A. N. Fomichev
  • Optimizing TKPH for Large-Sized Tires in Quarry Conditions
    Umidbek Yusupov, Kuvondik Urinbaev, Vladimir Boykov, Mashrab Israilov
  • Using Neural Networks to Improve Quality of Flotation Parameter Detection
    Andrey Zatonskiy, Stanislav Kuznetsov, Kristina Salomatova, Tatiana Gorbunova, Ruslan Bazhenov
  • Digital Twin of the Device for Cleaning Pump-Compressor Pipes
    S. N. Fedorov, G. Yu. Kolovertnov, A. N. Krasnov, M. Yu. Prahova
  • Modeling of a Gear Train Made of Polymer Materials
    Nikolay Barbashov, Pavel Kluev, Veronika Perederiy
  • Analysis of the Implementation of Advanced Digital Production Technologies
    Maksim Zotov
  • Use of Digital Technologies in the Study of Stress-Strain State of Capacitive Equipment
    Marina M. Zakirnichnaya, Aleksey V. Rubtsov, Marat Ikh. Bayazitov, Aigul Kh. Gabbasova, Elizaveta D. Konovalova
  • Production Process and Digital Twin
    L. M. Chervyakov, А. V. Oleynik, E. R. Zhdanov, А. V. Ragutkin
  • The Production Optimization as a Tool for Intensifying the Introduction of Advanced Manufacturing Technologies
    Maksim Zotov, Anna Ponikarova
  • Application of Technological Simulation Techniques for Enhancing the Efficiency of Oil Heating Unit
    Anton Ragulin, Veronika Bronskaya, Svetlana Abashina, Irina Vishnyakova, Denis Balzamov, Elvira Garifullina, Kamil Garipov
  • Analysis of the Labor Safety Factor in the Context of Enhanced Digital Production Levels
    Alexey I. Borisov

Section: Artificial and Computational Intelligence in Decision Support Systems, Robotics and Control Systems

  • Neural Network Models for Predicting Human Capital Development for the Energy Industry
    Aleksandr Zhukov, Sergey Pronichkin, Marina Krynzhina, Evgeniy Maslenkin, Ekaterina Melikhova, Igor Kartsan
  • Possibilities of Using Artificial Intelligence for Labor Protection Purposes
    Artyom Fedosov, Robert Musin, Naida Baygel’dieva
  • Optimal Placement of Laser Scanning Stations for Organizing Work on Three-Dimensional Identification of Objects in Space
    Dmitry Gura, Roman Dyachenko, Sergey Yarutin, Alexander Makaryan
  • Data Analytics and Insights of Socio-Demographic Risk Factors for Chronic Hepatitis C
    Shavkat Yusupov, Bakhtiyar Rakhimov, Otaboy Masharipov, Safar Umirov
  • Creation of a Program for Calculating the State of Genetic Equilibrium in a Population Based on the Hardy-Weinberg Law
    Sergey Masaev, Alexandra Khodykina
  • Big Data Analysis for Risk Management of Knowledge-Intensive Transnational Corporations
    Aleksandr Zhukov, Sergey Pronichkin, Yuri Mihaylov, Natalia Ovsianikova, Svetlana Ponomareva, Igor Kartsan

Section: Security and Reliability in Digital Systems

  • Application of Innovative Digital Technologies and Artificial Intelligence in the Fire Safety Industry in the Republic of Sakha (Yakutia)
    Valeriy A. Yakovlev, Aleksandr A. Nikiforov
  • Intelligent Graph Analysis of Scientific Schools Based on Publication Data on Fiber Optic Sensors and Territorially Distributed Security Systems
    Igor Denisov, Nelly Sedova, Viktor Sedov, Olga Dolmatova, Ruslan Bazhenov
  • Digital Technologies in Industrial Safety Management
    Artyom Fedosov, Regina Shaimardanova
  • Fraud Detection System Based on Graph Data Structures
    Veronika Bronskaya, Tatiana Ignashina, Dmitriy Bashkirov, Denis Balzamov, Maria Kondrateva, Kamil Garipov, Almaz Aetov
  • Model for Optimizing the Structure of a Multi-Version Software under Resource Requirements and Timing Constraints
    Igor Kovalev, Dmitry Kovalev, Anna Voroshilova, Amelia Grace, Mikhail Saramud

 

Международная школа-семинар

HMMOCS-III 2024: Гибридные методы моделирования и оптимизации в сложных системах

Материалы семинара


О школе-семинаре


Сайт школы-семинара

2 декабря 2024 года в Красноярском Доме науки и техники состоялась III Международная Школа-семинар по гибридным методам моделирования. Мероприятие, организованное Сибирским федеральным университетом при поддержке гранта Министерства науки и высшего образования Российской Федерации (Грант № 075-15-2022-1121), прошло в гибридном формате, объединив около 100 участников как очно, так и онлайн.

Заседание школы открыла руководитель гранта Алена Александровна Ступина, подчеркнув важность междисциплинарного подхода в современных исследованиях и выразив надежду на плодотворное международное сотрудничество.

Программа пленарной сессии включала выступления ведущих ученых из России, Сербии, Греции и Индии, охватывая широкий спектр актуальных тем в области искусственного интеллекта, машинного обучения и оптимизации:

  • Предраг Станимирович (Университет Ниша, Сербия) представил доклад о рекуррентных нейронных сетях непрерывного времени.
  • Спиридон Муртас (Национальный университет Каподистрии в Афинах, Греция) рассказал о классификации одобрения кредитов с помощью биоинспирированной нейросети WASD.
  • Артем Ступин (Технологический институт Бирла, Индия; Сибирский федеральный университет, Россия) выступил с докладом об оптимизации фаз светофоров на смежных перекрестках.
  • Качхваха Ниту (Университет Раджастхана, Индия) представила исследование потенциала эдьютейнмента и геймификации в образовании.
  • Александр Блинников (Красноярский государственный аграрный университет, Россия) рассказал о применении генеративно-состязательной сети U-Net в обработке изображений.

Среди докладчиков из Сибирского федерального университета выступили Владимир Казаковцев, Иван Рожнов, Амелия Грейс, Константин Полянский, Юлия Овчинникова, Вадим Спирин и Мария Покушко, охватив темы от искусственного интеллекта в промышленности до оценки эффективности функционирования сложных систем.

Ключевые направления исследований включали:

  • Нейронные сети и машинное обучение для решения сложных задач в различных областях.
  • Оптимизацию городских систем, в частности, управление дорожным движением.
  • Инновации в финансовом секторе и образовательных технологиях.
  • Компьютерное зрение и обработку изображений с широким практическим применением.
  • Биоинформатику, включая анализ генетических данных.
  • Применение блокчейн-технологий для обеспечения кибербезопасности.

Международный характер школы-семинара обеспечил разнообразие подходов и перспектив, способствуя укреплению научных связей между странами. Мероприятие наглядно продемонстрировало, как глобальное сотрудничество в области гибридных методов моделирования может привести к инновационным решениям актуальных проблем в различных сферах науки и жизни.

Школа-семинар завершилась подведением итогов и заключительным словом организаторов, открыв новые перспективы для дальнейших исследований и сотрудничества.

Материалы HMMOCS-III 2024 в виде статей на английском языке опубликованы в ITM Web of Conferencesиндексируемом международными базами Web of Science and Google Scholar - Volume 72 (2025) (2024), загружен в ELibrary

 

Видеозапись семинара


Доклады и статьи участников


Advances in Hybrid Modeling and Optimization Techniques

01001 Dynamic programming in package Mathematica

            Predrag S. Stanimirović, and Artem Stupin

01002 A modification of Random Forest investment assets selection algorithm

            Anna Zinenko, and Alena Stupina

01003 Development of the hybrid information and analytical system for management reporting in the organization

            Anastasiia Dudchenko, and Tatiana Karaseva

01004 Evolvement of artificial intelligence and hybrid methods for modeling and optimization in complex systems

            Bekhan Malsagov, Fardiana Ketova, and Danila Makienko

01005 Hybrid approaches to optimizing online transformation of master's programs: a complex systems case study in software engineering and cybernetics

            Igor Kovalev, Anna Voroshilova, Alexander Kuznetsov, and Yusuf Beshimov

01006 Search method for optimal interpolation of thermomechanical coefficients for non-ferrous metals and high-alloy steels

            Evgeniy Yashmetov, and Lev Kazakovtsev

01007 Optimization of traffic light phases at adjacent intersections

            Artem Stupin, Oleg Stupin, and Ivan Makarchuk

01008 Simulation model of call service processes in a multiservice satellite network

            Dmitrii Ponomarev, Alena Demicheva, and Lyudmila Egorova

01009 Application of modern hybrid technologies in the field of data analysis to struggle with spear phishing

            Dmitriy Gordeev, Margarita Karaseva, and Tatiana Karaseva

Applications of AI and Complex Systems in Various Domains

02001      Comparative analysis of engineering tools for modeling and analysis

            Movsar Matygov, Alina Ashkhotova, and Vladislav Sokolov

02002 The importance of structural or physical design to meet the compliance of artificial intelligence

            Muslim Aleroev, Maryana Georgieva, and Vladislav Sokolov

02003 The software for simulating the operation of the spherical nuclear reactor

            Danila Zaronov, Ivan Provorny, Ivan Chumakov, Mariia Pokushko, and Margarita Karaseva

02004 Mental health evaluation during internet blackouts: a case study of Bangladesh Quota Movement

            Mohammad Ariful Islam Rafi, and Tahidul Islam

02005 Modelling and artificial intelligence technologies in modern approaches to automation of metallurgical industries

            Vladislav Gerashchenko, Nafisa Kulmurodova, and Zarifjon Kulmurodov

02006 Features of automation of the university schedule management process through the «Class Schedule WEB application»

            Anna Firer, Anatoly Kopeikin, and Igor Khramov

02007 Use of available engineering tools for modelling in multiple industries

            Magomed Khaliev, Zalim Deunezhev, and Natalia Dubovik

02008 Nonlinear audio processing when creating excursion material using AI content

            Alexander Blinnikov, Ivan Blinnikov, Erkin Kadirov, and Nikolay Tsybov

02009 Intellectual technologies and modeling for transformation of engineering tools

            Yakha Khadueva, Zalim Deunezhev, and Ekaterina Karabitsina

02010      Continuum robotics: variations, applications, and limitations

            Islam Magomedov, Timur Aygumov, and Fatimat Dzamikhova

02011 Design and analysis of a specialized rover to overcome various unpredictable obstacles

            Timur Aygumov, Saidmagomed Alikhadzhiev, and Islam Unachev

02012 An intelligent model for predicting the behavior of soil conditions depending on external weather conditions

            Oleslav Antamoshkin, Anton Mikhalev, Andrey Menshenin, and Alexander Lukishin

02013 Application of the feedback mechanism in systems using a direct current motor

            Dmitry Stavtsev, Ivan Provorny, Ivan Chumakov, Mariia Pokushko, and Artur Nikiforov

Interdisciplinary Mathematical Modeling and Applications

03001      Object segmentation approach in image processing

            Narzullo Mamatov, Vohid Fayziyev, Malika Jalelova, and Boymirzo Samijonov

03002 Analysis and modeling of digital solutions in medical database management

            Bakhtiyar Rakhimov, Feruza Rakhimova, Atabek Saidov, and Zarina Saidova

03003 Computing the dynamic AC of an electrical network via a fuzzy adaptive recurrent neural network

            Spyridon D. Mourtas

03004 Engineering and technological aspects of the application of artificial intelligence models in modern agriculture

            Olga Anokhina, Madina Musaeva, and Amelia Grace

03005 Building a model for predicting fire dynamics

            Lev Kene, and Roman Kuzmich

03006 Quantile estimates of entropy uncertainty for distributions supported on bounded interval

            Vitaly G Polosin

03007 Quantum computing and artificial intelligence: a synergy for the future

            Muslim Aleroev, Saniyat Arvanova, and Danila Makienko

03008 Analysis of the dynamics of changes in factor load models for predicting failures of a spacecraft

            Konstantin Kraev, Pavel Zaitsev, and Vladimir Kazakovtsev

03009 Predictive model of the potential for the use of public-private partnership mechanisms

            Victor Prokhorov, Ivan Rozhnov, and Lev Kazakovtsev

03010 Autonomous on-board object and phenomenon detection system

            Anton Mikhalev, Nikolai Guliutin, Nadezhda Ermienko, and Oleslav Antamoshkin

Data Mining, Machine Learning and Pattern Recognition

04001 The opportunities and risks of employment under the impact of artificial intelligence

            Elina Guzueva, Alexander Ksenofontov, and Danil Aun

04002 Development of a fuzzy rule base design algorithm using a genetic algorithm and an inverted pendulum

            Nikita Marushchenko, and Vladimir Stanovov

04003 Binarization of features based on frequency discretization for clustering tasks

            Igor Masich, Guzel Shkaberina, and Danila Masich

04004 Unsupervised feature selection in binarization of real attributes for conceptual clustering

            Guzel Shkaberina, Igor Masich, Egor Markushin, and Ekaterina Kraeva

04005 Modification of software tool for human activity classification

            Maxim Farafonov, Evgeniye Peresunko, and Vladislav Mymlikov

04006 Comparison of clustering of 16S and 5S RNA genes of bacteria by their triplet composition

            Iuliia Ovchinnikova, and Vyacheslav Leonov

04007 Data segmentation through two-level clustering with greedy approach

            Vladimir Kazakovtsev, and Egor Markushin

04008 EEG-based epileptic seizure detection with a bidirectional long short-term memory deep learning model

            Lyudmila D. Egorova

04009 Using R/S analysis for forecasting stock quotes with ARMA and ARIMA methods

            Alena Stupina and Anna Zinenko

04010 Comparison of cluster and classical approaches to issuing training information in adaptive learning systems

            Konstantin Polyansky, and Igor Kovalev

Adaptive Intelligence: Exploring Learning in Evolutionary Algorithms and Neural Networks

05001 Adaptive component crossover for differential evolution in solving single-objective optimization problems

            Anton Sopov, and Evgenii Sopov

05002 Innovative educational techniques: exploring the potential of edutainment and gamification

            Neetu Kachhwaha, Islam Magomedov, and Danil Aun

05003 Development and analysis of adaptive mutation techniques in genetic algorithms

            Zakhar Novikov, and Evgenii Sopov

05004 Evolutionary search algorithm for learning activation function of an artificial neural network

            Viacheslav Yurshin

05005 Optimization of regular expressions using competitive coevolutionary algorithm based on symbolic regression

            Liliya Demidova, and Nikita Moroshkin

05006 Credit approval classification through a WASD neuronet

            Spyridon D. Mourtas

05007      A neural network regression model for predicting student learning success based on prior achievements

            Mikhail Dorrer

05008 Neural network-based vehicle control in simulated environments using real-coded genetic algorithms

            Denis Shabalin, and Vladimir Stanovov

Фото


Международная школа-семинар

HMMOCS-II 2023: Гибридные методы моделирования и оптимизации в сложных системах

Материалы семинара


О школе-семинаре


Сайт школы-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.

Материалы II школы-семинара в виде статей на английском языке опубликованы в ITM Web of Conferencesиндексируемом международными базами Web of Science Core Collection™ Conference Proceedings Citation Index - Social Sciences & Humanities (CPCI-SSH) and Google Scholar - Volume 59 (2024), загружен в ELibraryпроиндексирован в Web of Science.

Очная и онлайн сессии прошли 30 ноября 2023 года в Красноярском Доме науки и техники РосСНИО.

Видеозапись конференции и видеодоклады участников


Доклады и статьи участников


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

 

Igor Khramov, and Danil Aun

01002

Data Envelopment Analysis for efficient traffic management

 

Mariia Pokushko, Roman Pokushko, Roman Kuzmich, Margarita Karaseva,

Ilias Aslanidis, and Julia Weitzel

01003

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

 

Evgenia Bryukhanova

01004

Customer churn classification through a weights and structure determination neural network

 

Spyridon D. Mourtas

01005

Color restoration of images through high order zeroing neural networks

 

Spyridon D. Mourtas

01006

Online sales prediction approach using methodology of CRISP-DM

 

Chunyang Wang, Alena Stupina, and Sergey Bezhitskiy

01007

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

 

Artem Stupin, Vladislav Stasiuk, and Olga Shagaeva

01008

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

 

Marina Gerasimova, Anna Firer, Igor Khramov, and Alena Egarmina

01009

Quantum optimization methods in energy systems

 

Dilnoz Muhamediyeva

01010

Information models for ensuring the sustainability of transport operations formation

in the context of digitalization

 

Kseniia Mukhina, Tatiana Burmenko, and Sergey Gelek

01011

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

 

Larisa Korpacheva, Alexandra Fedorova, Danila Makienko, and Stanislav Novoshinskiy 

01012

Logical analysis of data using linear approximation and heuristic algorithms for gene

expression-based diagnostics

 

Maria Bartosh, and Igor Masich

01013

Comparison and selection of criteria and features in morphological analysis

 

Dmitry Rakov

01014

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

 

Aleksandr Savelyev

01015

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

 

Evgeniy G. Yashmetov, and Lev A. Kazakovtsev

01016

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

 

Sergey Gelek, Tatiana Burmenko, and Nikolay Martinovich

01017

Solving problems of optimizing crop rotation using genetic and ant algorithms

 

Dilnoz Muxamediyeva, Nilufar Niyozmatova, and Boymirzo Samijonov

01018

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

 

Sergei Mitrofanov, and Eugene Semenkin

01019

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

 

Marina Usova, and Konstantin Barkalov

01020

Multi-level computer systems for automation of scientific research

 

Igor Kovalev, Vasily Losev, Dmitry Kovalev, and Anna Voroshilova

01021

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

 

Helen Matveeva, Svetlana Simagina, Daria Yuskaeva, and Violetta Evstafieva

     

 

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

 

Alexander Kuzmenko, Rodion Filippov, and Lyudmila Filippova

02002

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

 

Karolina Ketova, and Daiana Vavilova

02003

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

 

Aleksandr Olenev, Ksenia Kirichek, Aleksandr Shuvaev, and Elena Petlina

02004

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

 

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

02005

Financial time series forecasting methods

 

Anna Zinenko, and Alena Stupina

02006

Information and logical transformations in Schaeffer and Pierce Bases in Maple

 

Aleksandr Olenev, Ekaterina Potekhina, Alexey Khabarov, and Larisa Zvereva

02007

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

 

Boris Shifrin, Igor Eliseev, Viktoriia Sokolova, Sergey Voinash, Ramil Zagidullin,

Stanislav Akhmetshin, and Sergey Meshkov

02008

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

 

Dmitry Gura, Ekaterina Karamysheva, and Saida Pshidatok

02009

Information entropy of the generalized beta distribution

 

Vitaly G Polosin

02010

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

 

Timur Petrov

02011

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

 

Yuliya Soboleva, Maxim Mikhailov, and Eduard Sariev

02012

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

 

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

Vladislav Stasiuk

02013

Methods for detecting and counting nodes in images of crack networks

 

Alexey Rybakov

02014

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

 

Sergey Mordanov, Anatoly Khomyakov, Victoria Gushshamova, Elizaveta Vlasova,

Mikhail Beloded, and Pavel Shkurin

02015

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

 

Sergei Bobrovskiy, Sergei Skorokhodov, and Ivan Chekanov

02016

Optimization of conditions for the formation of functional coatings based on

carboxymethylcellulose with chromium

 

Natalia Antonova, and Anna Khokhlova

02017

Information and methodological support for intermediate checks of equipment and

assessment of metrological characteristics

 

Shodlik Masharipov, Oybek Mustafayev, and Sunnat Oymirov

02018

Environmental issues associated with computing and technological development

 

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

02019

Automatic design of mutation parameter adaptation for differential evolution

 

Vladimir Stanovov, and Eugene Semenkin

02020

Thefittest: evolutionary machine learning in Python

 

Pavel Sherstnev

02021

Development and analysis of a self-configuring differential evolution algorithm

 

Zakhar Novikov, and Aleksei Vakhnin

02022

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

 

Aleksei Vakhnin, and Zakhar Novikov

02023

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

optimization problems

 

Kaiwang Cui, and Evgenii Sopov

02024

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

 

Jiawei Li, and Evgenii Sopov

02025

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

 

Ivan Polevshchikov, and Elena Litvinova

     

 

Data mining, machine learning and pattern recognition

03001

Developing a machine learning model for fake news detection

 

Rodion Filippov, Anna Sazonova, and Yuri Leonov

03002

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

 

Vladislav Efremov, Andrew Leus, Dmitry Gavrilov, Daniil Mangazeev, Victor Zuev,

Alexandra Radysh, Ivan Kholodnyak, Nikita Vodichev, and Masoud Vahid Dastgerdi

03003

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

 

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

Maxim Shilcin

03004

Streaming geocoding of incidents based on information from social networks

 

Yana Bekeneva, and Alexandr Lopushanskiy

03005

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

 

Anastasia Iskhakova

03006

Sample size analysis for conducting research

 

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

03007

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

 

Maxim Kublinskiy, Nikita Smolnikov, and Artem Naymushin

03008

Generation of a text description of weakly structured optical coherence tomography

images

 

Arthur Zhigalov, Alexander Lositsky, Lyubov Grishina, and Irina Bolodurina

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

 

Roman Kuzmich, Katerina Ponomareva, and Artur Nikiforov

03010

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

 

Artem Stupin, Natalia Dubovik, and Olga Shagaeva

03011

The automated recognition part markings algorithms

 

Anton Kozlov, Lyudmila Ugarova, Nikolay Loginov, and Vadim Gulyaev

03012

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

 

Nikolai Guliutin, and Oleslav Antamoshkin

03013

Software system for contactless text input based on computer vision

 

Pavel Peresunko, Alexander Bochkarev, Egor Larionov, Evgenia Peresunko,

Victoria Kosheleva, and Igor Kovalev

03014

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

 

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

Ekaterina Karabitsina

03015

Algorithm for extracting contours of agricultural crops images

 

Narzillo Mamatov, Malika Jalelova, Boymirzo Samijonov, and Abdurashid Samijonov

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

 

Mirolim Mahmudjonov, Shodlik Masharipov, and Parakhat Matyakubova

03017

Electroencephalogram data analysis using Convolutional Neural Networks and Gramian Angular Field

 

Lyudmila Egorova, Ivan Rozhnov, Lev Kazakovtsev, and Anastasiya Polyakova

     

 

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

 

Denis Karandeev, Irina Karandeeva, Irina Bychkova, and Ruslan Bazhenov

04002

Optimized zone-based vehicle speed estimation and classification

 

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

04003

Speech enhancement augmentation for robust speech recognition in noisy environments

 

Rauf Nasretdinov, Andrey Lependin, and Ilya Ilyashenko

04004

Everted U-Net for 3D scene reconstruction and segmentation

 

Vladislav Mymlikov, Oleslav Antamoshkin, and Maxim Farafonov

04005

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

 

Sergey Listopad, Vladimir Matsoula, and Alexander Luchko

04006

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

 

Sergey Listopad

04007

Issues with generative artificial intelligence tools

 

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

04008

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

 

Valeria Esthefania, Quiroz Cabascango, and Diana Esmeralda Molina Calvopiña

04009

Artificial intelligence's ability to process images

 

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

04010

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

 

Eduard Morozov, and Vladimir Stanovov

04011

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

 

Denis Parfenov, Lubov Grishina, Artur Zhigalov, and Anton Parfenov

04012

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

 

Tatiana Karaseva

04013

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

 

Anton Sopov, and Tatiana Karaseva

04014

Clustering of bacteria by the triplet composition of 5S RNA

 

Iuliia Ovchinnikova, Michael Sadovsky, and Vladislav Sokolov

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