CMIS 2024
Computer Modeling and Intelligent Systems 2024

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