| Vol-3702 urn:nbn:de:0074-3702-6 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# CMIS 2024
Computer Modeling and Intelligent Systems 2024

### Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024)

### Zaporizhzhia, Ukraine, May 3, 2024.

Edited by

### Sergey Subbotin *

* National University "Zaporizhzhia Polytechnic", Faculty of Computer Science and Technologies, Zaporizhzhia, Ukraine

## Table of Contents

- Cover, Preface, Organization, Committees, Reviewers, and Sponsors
  Summary: There were 60 papers submitted for peer-review to this workshop. Out of these, 40 papers were accepted for this volume, 40 as regular papers and 0 as short papers.

- Medical Subsystem for Blood Tests Evaluation Based on E-commerce Solution 1-12
  Tetiana Vakaliuk, Valentyn Yanchuk, Andrii Tkachuk, Anna Humeniuk
- Simulation of Intelligent Air Transportation Management System Based upon Entropy Approach 13-24
  Andriy Goncharenko
- Optimization of File Distribution in Cloud-Based Data Storages 25-35
  Ivan Muzyka, Dennis Kuznetsov, Yurii Kumchenko, Anton Senko
- Multi-Agent Reinforcement Learning Methods with Dynamic Parameters for Logistic Tasks 36-47
  Eugene Fedorov, Olga Nechyporenko, Yaroslav Korpan, Tetiana Neskorodieva
- A Comparison of the Effectiveness Architectures LSTM1024 and 2DCNN for Continuous Sign Language Recognition Process 48-57
  Nurzada Amangeldy, Iurii Krak, Bekbolat Kurmetbek, Nazerke Gazizova
- Decision Support System Regarding the Possibility of Financing Cross-Border Cooperation Projects 58-71
  Volodymyr Polishchuk, Martin Kelemen, Inna Polishchuk, Miroslav Kelemen
- CBR Method for Decision-making Support in Operation Efficiency Ensuring of Complex Technical Systems 72-85
  Vladimir Vychuzhanin, Nickolay Rudnichenko, Alexey Vychuzhanin
- Rational Air Transportation Technologies Resources Recombination on Condition of the Generalized Values 86-96
  Andriy Goncharenko, Viktor Iliushyn
- Evaluation of the Effectiveness of Machine Learning Methods for Detecting Disinformation in Ukrainian Text Data 97-109
  Khrystyna Lipianina-Honcharenko, Mariana Soia, Khrystyna Yurkiv, Andrii Ivasechkо
- System for Teaching Proper Toothbrushing Techniques using 6DOF Marker Pose Estimation and Machine Learning Methods 110-123
  Dmytro Fedasyuk, Ostap Truba, Tetyana Marusenkova
- Hybrid Neural Network Identifying Complex Dynamic Objects: Comprehensive Modeling and Training Method Modification 124-143
  Victoria Vysotska, Serhii Vladov, Ruslan Yakovliev, Alexey Yurko
- The Robustness of the Edge Detection on Noisy Natural Images with HED and PiDiNet Networks 144-156
  Marina Polyakova, Serhii Khyrenko
- Computer Modeling of Discrete Systems in the Case of Linear and Non-linear Restrictions on the Optimal Speed of the Aircraft Based on the Lagrange Method 157-168
  Andriy Goncharenko, Serhii Teterin
- Modeling and Programming of Elements of Integrated Systems in Industrial Controller Languages 169-178
  Mykhailo Poliakov, Bohdan Zhurakovskyi, Oleksii Poliakov, Ivan Shyshkin
- Combat Drone Swarm System (CDSS) Based on Solana Blockchain Technology 179-191
  Sviatoslav Vasylyshyn, Ivan Opirskyy
- The Modified Algorithm Tree Method in the Geological Data Classification Problem 192-202
  Igor Povkhan, Oksana Mulesa, Olena Melnyk, Vasyl Morokhovych
- A Dynamic Blurring Approach with EfficientNet and LSTM to Enhance Privacy in Video-Based Elderly Fall Detection 203-215
  Ivan Ursul, Junaid Hussain Muzamal
- Computer Modelling, Analysis of the Main Information Properties of Memristor and Its Application in Secure Communication System 216-225
  Volodymyr Rusyn, Sergey Subbotin, George Vorobets, Oleksandr Vorobets
- Application of Digital Images Processing for Expanded Gamut Printing with Effect of Saving Material Resources 226-238
  Bohdan Kovalskyi, Mariia Semeniv, Nataliia Zanko, Vitalii Semeniv
- Mathematical Modeling of COVID-19 Pandemic and its Impact on Economy 239-250
  Konstantin Atoev, Pavel Knopov
- Intelligent System for Processing and Forecasting Financial Assets and Risks 251-262
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Tetiana Otradskya, Denys Shvedov
- Exploratory Survey of Access Control Paradigms and Policy Management Engines 263-279
  Pavlo Hlushchenko, Valerii Dudykevych
- The Implementation of Montgomery Modular Reduction to Speed up of Modular Exponentiation 280-291
  Ihor Prots'Ko, Oleksandr Gryshchuk
- Enhancement of Land Cover Classification by Geospatial Data Cube Optimization 292-304
  Artem Andreiev, Anna Kozlova, Leonid Artiushyn, Peter Sedlacek
- Assessing Generative Pre-trained Transformer 4 in Clinical Trial Inclusion Criteria Matching 305-316
  Vasyl Pasichnyk, Ivan Dyyak, Vitaliy Horlatch, Tymofii Pasichnyk
- Development of an Intelligent Chatbot for a Hospital Website 317-328
  Tetiana Vakaliuk, Dariia G. Skripchenko, Mariia O. Medvedieva, Mykhailo G. Medvediev
- Use of Neural Network-based Models to Predict the Severity of Bronchial Asthma in Children 329-339
  Oleh Pihnastyi, Olha Kozhyna, Iuliia Karpushenko
- Online Stacking Credibilistic Fuzzy Clustering for Data Stream Mining 340-349
  Yevgeniy Bodyanskiy, Alina Shafronenko, Diana Rudenko, Oleksii Tanianskyi
- Recognition of Images of Wavelet Spectra of Chirp Signals Using a Neural Network 350-361
  Yuri Taranenko, Danilo Onufrienko, Olha Oliinyk, Valerii Lopatin
- Application of a Ten-Variate Prediction Ellipsoid for Normalized Data and Machine Learning Algorithms for Face Recognition 362-375
  Sergiy Prykhodko, Artem Trukhov
- Development of an Embedded Operating System Based on the Linux Kernel for SoC FPGA 376-388
  Yurii Herman, Oleh Krulikovskyi, Serhii Haliuk, Sergey Subbotin
- A Method of Control and Operational Diagnostics of Data Errors Presented in a Non-positional Number System in Residual Classes 389-399
  Alina Yanko, Victor Krasnobayev, Oleg Kruk
- Algorithm for Assessing the Degree of Information Security Risk of a Cyber Physical System for Controlling Underground Metal Constructions 400-412
  Volodymyr Yuzevych, Anatoliy Obshta, Ivan Opirskyy, Oleh Harasymchuk
- Electricity Demand Forecasting Software for Microgrid Energy Management System 413-423
  Yuliia Parfenenko, Vira Shendryk, Eugene Kholiavka, Oleh Miroshnichenko
- Research on Enhancing Power Generation Forecasts with Real-Time Machine Learning Models 424-437
  Yulii Horichenko, Anzhelika Parkhomenko, Oleg Pozdnyakov, Artem Tulenkov, Olga Gladkova, Andriy Parkhomenko
- Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis -438-448
  Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova
- Algorithms and Methods for Comparing Microstructures of Materials Based on Their Images 449-461
  Valeriia Hritskova, Oleh Semenenko, Mariia Shapovalova, Oleksii Vodka
- Resilience-aware MLOps for Resource-constrained AI-system 462-473
  Viacheslav Moskalenko, Moskalenko Alona, Anton Kudryavtsev, Yuriy Moskalenko
- The Apriori Method in the Collection of Significant Values of Pharmaceutical Data 474-486
  Olena Liubymenko, Nataliya O. Maslova, Olha Polovynka, Yaroslaw Y. Dorogyy
- Methodological Aspects of Studying the Accuracy of Computer Calculations in Applied Problems 487-498
  Oleh Vietrov, Olha Trofymenko, Vira Trofymenko

2024-05-14: submitted by Sergey Subbotin, metadata incl. bibliographic data published under Creative Commons CC0
2024-06-09: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|