IT&I 2024
Information Technology and Implementation 2024

Table of Contents

• Preface
  Summary: There were 71 papers submitted for peer-review to this conference. Out of these, 40 papers were accepted for this volume, 39 as regular papers and 1 as short papers.

Section 1: Artificial Intelligence Technologies and Data Science

• Land Cover Mapping with Sentinel-2 Imagery Using Deep Learning Semantic Segmentation Models 1-18
  Viktoriia Hnatushenko, Oleksandr Honcharov
• Crop Monitoring System Based on Earth Image Analysis to Predict Crop Yields in Fields 19-28
  Stepan Bilan, Oksana Vlasenko, Oleksandr Honcharuk, Yevhenii Roiko
• The Machine Learning Model Development Lifecycle for Prediction of Electrical Energy Market Volumes 29-42
  Anatoliy Doroshenko, Dmitry Zhora, Oleksii Zhyrenkov
• Self-Reinforcing Effects on Trustworthiness of Intelligent Systems in Small Data Problem-Solving 43-55
  Vladyslav Kuznetsov, Alexander Samoylov, Tetiana Karnaukh, Rostyslav Trokhymchuk, Anatoliy Kulias
• Optimal Size Reduction Methodology for Yolo-based Underwater Object Detectors Based on Knowledge Distillation 56-67
  Victor Sineglazov, Mykhailo Savchenko, Michael Zgurovsky
• Toxicity Detection for Ukrainian-language Texts in the Textattributor System 68-83
  Nataliia Darchuk, Oksana Zuban, Valentyna Robeiko, Yuliia Tsyhvintseva, Mykola Sazhok
• Multi-stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis 84-98
  Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak, Iurii Krak
• Influence of Distance Measures and Data Characteristics on Time Performance in Content-based and Collaborative Filtering Datasets 99-108
  Oleksandr Marchenko, Maksym Shevchenko
• Evaluation of The Keyword Selection Methods Effectiveness for the Fake News Classification 109-122
  Khrystyna Lipianina-Honcharenko Dmytro Lendiuk, Nazar Melnyk, Myroslav Komar, Taras Lendiuk
• Multi-Criteria Method for Comparing the Effectiveness of Gradient Descent Modifications on Benchmark Functions 123-137
  Viktor Morozov, Vladyslav Deineha, Danylo Kovalchuk
• Machine Learning Systems for Analyzing and Predicting User Behavior 138-152
  Yuri Kravchenko, Olga Leshchenko, Andriy Dudnik, Nataliia Dakhno, Hennadii Dakhno
• Implementation of The GPT-4 Language Model for Processing Users’ Responses in Social-Psychological Services Within Digital Communication Processes 153-165
  Hryhorii Hnatiienko, Olena Prysiazhniuk, Anna Puzikova, Olena Blyzniukova

Sections 2. Cyberspace Protection Technologies

• Model of Using Blockchain Technology to Secure Digital Financial Transactions 166-180
  Volodymyr Nakonechnyi, Volodymyr Saiko, Oleksandr Pliushch, Vladyslav Lutsenko, Mykola Mordvyntsev
• Using Zero Trust Principles for Detecting Authorization Attacks in Cloud Environments 181-195
  Ivan Parkhomenko, Larysa Myrutenko, Roman Ohiievych, Mykhailo Savonik
• Modeling of Media Influence on Personal Information Security 196-206
  Vitalii Savchenko, Halyna Haidur, Svitlana Lehominova, Taras Dzyuba, Oleksandr Laptiev
• Using Chernoff Bound to Statistical Tests Independence Checking 207-216
  Lyudmila Kovalchuk, Mariia Rodinko, Roman Oliynykov, Tatiana Klymenko
• Study of Properties, Applications and Software Implementation of The Digital Signature Algorithm Based on Elliptic Curves 217-226
  Serhii Buchyk, Anastasiia Shabanova, Serhii Toliupa, Oleksandr Buchyk, Maksym Delembovskyi
• Trust-Based Security Architecture for Edge Computing: A Simulation Study of Dynamic Trust Evolution and Attack Detection 227-241
  Oleksandr Kuznetsov, Emanuele Frontoni, Yelyzaveta Kuznetsova, Oleksii Smirnov, Illarion Moskovchenko

Section 3: E-commerce, E-government and E-learning Technologies

• Evaluating the Quality of Education: Application of Black, Gray, and White Box Methods 242-251
  Artem Artyukhov, Iurii Volk, Oleksandr Dluhopolskyi, Nadiia Artyukhova, Olena Zelikovska
• Towards the Information Technology for Online Citizen Services Detection and Assessment on E-Government National Portals 252-263
  Andrii Kopp, Oleksandr Chornenkyi
• Investigating E-Commerce Systems for Book Sales: From Theoretical Foundations to Software Development 264-274
  Valentyna Pleskach, Yaroslav Kryvolapov, Hlib Kryvolapov, Olena Zelikovska
• Features of the Practical Use of LLM for Generating Quiz 275-284
  Oleh Ilarionov, Hanna Krasovska, Iryna Domanetska, Olena Fedusenko

Section 4: Network, Internet and Smart technologies

• System-Information Models of Digital Twins with Elements of Controlled Self-Organization 285-295
  Mykola Korablyov, Sergey Lutskyy, Anatolii Voronin, Ihor Ivanisenko
• Software Modeling and Implementation of Information Network for Smart Home Technology 296-310
  Juliy Boiko, Volodymir Druzhynin, Ilya Pyatin, Lesya Karpova
• Development of Relative Positioning Algorithms for Agricultural Drone Swarms in PGS-Challenged Environments 311-320
  Maksym Ogurtsov, Vyacheslav Korolyov, Oleksandr Khodzinsky, Oleh Rybalchenko
• Development of an Intelligent System With Fuzzy Logic for Indoor Microclimate Control 321-333
  Mykhailo Babenko, Yurii Babenko, Kateryna Yalova, Kyrylo Krasnikov, Viktor Bagriy
• Development of Project Management Models for Information Systems to Improve Website SEO Metrics 334-345
  Anna Kolomiiets, Ihor Miroshnychenko, Vadym Ziuziun, Tetiana Kmytiuk, Nataliia Datsenko,
• Optimization of Distributed File Placement Registrations on a Computer Network 346-360
  Yevhen Davydenko, Hlib Horban, Alyona Shved, Kateryna Antipova
• Graph Databases in Electronic Communications Network: Assessment Based on Query Execution Time 361-374
  Oksana Herasymenko, Anna Ivanytska
• Structuring Management Tasks in the Telecommunication Network Management System 375-386
  Yuri Samokhvalov, Eduard Bovda, Sergey Liubarskyi

Section 5: Software Engineering, Data Structures and Computing

• Enhancing Object Detection and Classification in High-Resolution Images Using Sahi Algorithm and Modern Neural Networks 387-403
  Oleksii Bychkov, Kateryna Merkulova, Yelyzaveta Zhabska, Andrii Yaroshenko
• Information System for Air Quality Assessment and Data Processing: Design and Implementation 404-418
  Volodymyr Hnatushenko, Tetiana Bulana, Igor Gomilkо, Bohdan Molodets, Daniil Boldyriev
• Geometric Fractals' Constructive-Synthesizing Models Using Ontological Means 419-431
  Olena Kuropiatnyk, Viktor Shynkarenko, Larysa Zhuchyi, Maria Lyakhova
• Segmentation of the Chorus of the Eye Fund in A Digital Image 432-441
  Inna Balanovych, Maksim Tkachenko, Volodymyr Petrivskyi, Oleksii Ivanchenko
• On Supervising and Coordinating Microservices Within Web Applications on the Basis of State Machines 442-454
  Oleksiy Oletsky, Vitalii Moholivskyi
• Analysis of The Accuracy of Simulating the Human Eye Movement System Based on Volterra Models 455-465
  Vitaliy Pavlenko, Denys Lukashuk
• On the Cofinality Property in The Context of the Hierarchy of Decreasing Church-Rosser Abstract Rewriting Systems 466-479
  Ievgen Ivanov
• Mathematical Model of a Text Document with Consideration of Time for Search Algorithm 480-489
  Iryna Yurchuk, Kseniia Dukhnovska, Oksana Kovtun, Anna Martsafei, Anastasiia Kushnir
• Methods of Decomposition Theory and Graph Labeling in the Study of Social Network Structure 490-499
  Leonid Hulianytskyi, Marina Semeniuta, Serhii Yakymenko

Short Papers

• Implementation and Comparison of Hash-Function Based Multi-Time Digital Signature Protocols 500-506
  Anatoly Anisimov, Oleksii Bashuk