IT&I 2024

Table of Contents

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• Land Cover Mapping with Sentinel-2 Imagery Using Deep Learning Semantic Segmentation Models 1-18 PDF
  Victoriia Hnatushenko, Oleksandr Honcharov
• Crop Monitoring System Based on Earth Image Analysis to Predict Crop Yields in Fields 19-28 PDF
  Oleksandr Honcharuk, Oksana Vlasenko, Stepan Bilan, Yevhenii Roiko
• The Machine Learning Model Development Lifecycle for Prediction of Electrical Energy Market Volumes 29-42 PDF
  Oleksii Zhyrenkov, Dmytro Zhora, Anatoliy Doroshenko
• Self-Reinforcing Effects on Trustworthiness of Intelligent Systems in Small Data Problem-Solving 43-55 PDF
  Vladislav A. Kuznetsov, Anatoliy Kulias, Alexander Samoylov, Tetiana Karnaukh, Rostyslav Trokhymchuk
• Optimal Size Reduction Methodology for Yolo-based Underwater Object Detectors Based on Knowledge Distillation 56-67 PDF
  Michael Zgurovsky, Victor Sineglazov, Mykhailo Savchenko 0001
• Toxicity Detection for Ukrainian-language Texts in the Textattributor System 68-83 PDF
  Yuliia Tsyhvintseva, Mykola M. Sazhok, Nataliia Darchuk, Valentyna Robeiko, Oksana Zuban
• Multi-stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis 84-98 PDF
  Olexander Barmak, Iurii Krak, Pavlo Radiuk, Vitalii Slobodzian
• Influence of Distance Measures and Data Characteristics on Time Performance in Content-based and Collaborative Filtering Datasets 99-108 PDF
  Oleksandr Marchenko, Maksym Shevchenko
• Evaluation of The Keyword Selection Methods Effectiveness for the Fake News Classification 109-122 PDF
  Khrystyna Lipianina-Honcharenko, Taras Lendiuk, Nazar Melnyk, Dmytro Lendiuk, Myroslav Komar
• Multi-Criteria Method for Comparing the Effectiveness of Gradient Descent Modifications on Benchmark Functions 123-137 PDF
  Viktor Morozov (disambiguation), Vladyslav Deineha, Danylo Kovalchuk
• Machine Learning Systems for Analyzing and Predicting User Behavior 138-152 PDF
  Hennadii Dakhno, Olga Leshchenko, Nataliia Dakhno, Andriy Dudnik, Yuri Kravchenko
• Implementation of The GPT-4 Language Model for Processing Users’ Responses in Social-Psychological Services Within Digital Communication Processes 153-165 PDF
  Hrygorii Hnatiienko, Olena Blyzniukova, Anna Puzikova, Olena Prysiazhniuk
• Model of Using Blockchain Technology to Secure Digital Financial Transactions 166-180 PDF
  Volodymyr Saiko, Mykola Mordvyntsev, Vladyslav Lutsenko, Oleksandr Pliushch, Volodymyr Nakonechnyi
• Using Zero Trust Principles for Detecting Authorization Attacks in Cloud Environments 181-195 PDF
  Ivan Parkhomenko, Roman Ohiievych, Mykhailo Savonik, Larysa Myrutenko
• Modeling of Media Influence on Personal Information Security 196-206 PDF
  Oleksandr Laptiev, Halyna Haidur, Vitaliy Savchenko, Svitlana Lehominova, Taras Dzyuba
• Using Chernoff Bound to Statistical Tests Independence Checking 207-216 PDF
  Tatiana Klymenko, Roman Oliynykov, Lyudmila Kovalchuk, Mariia Rodinko
• Study of Properties, Applications and Software Implementation of The Digital Signature Algorithm Based on Elliptic Curves 217-226 PDF
  Serhii Toliupa, Anastasiiya Shabanova, Maksym Delembovskyi, Oleksandr Buchyk, Serhii Buchyk
• Trust-Based Security Architecture for Edge Computing: A Simulation Study of Dynamic Trust Evolution and Attack Detection 227-241 PDF
  Illarion Moskovchenko, Yelyzaveta Kuznetsova, Emanuele Frontoni, Oleksandr Kuznetsov, Oleksii Smirnov
• Evaluating the Quality of Education: Application of Black, Gray, and White Box Methods 242-251 PDF
  Artem Artyukhov, Oleksandr Dluhopolskyi, Iurii Volk, Nadiia Artyukhova, Olena Zelikovska
• Towards the Information Technology for Online Citizen Services Detection and Assessment on E-Government National Portals 252-263 PDF
  Andrii Kopp, Oleksandr Chornenkyi
• Investigating E-Commerce Systems for Book Sales: From Theoretical Foundations to Software Development 264-274 PDF
  Valentyna Pleskach, Hlib Kryvolapov, Yaroslav Kryvolapov, Olena Zelikovska
• Features of the Practical Use of LLM for Generating Quiz 275-284 PDF
  Olena Fedusenko, Oleh Ilarionov, Iryna Domanetska, Hanna Krasovska
• System-Information Models of Digital Twins with Elements of Controlled Self-Organization 285-295 PDF
  Anatolii Voronin, Ihor Ivanisenko, Mykola Korablyov, Sergey Lutskyy
• Software Modeling and Implementation of Information Network for Smart Home Technology 296-310 PDF
  Lesya Karpova, Ilya Pyatin, Juliy Boiko, Volodymyr Druzhynin
• Development of Relative Positioning Algorithms for Agricultural Drone Swarms in PGS-Challenged Environments 311-320 PDF
  Maksym Ogurtsov, Vyacheslav Korolyov, Oleksandr Khodzinskyi, Oleh Rybalchenko
• Development of an Intelligent System With Fuzzy Logic for Indoor Microclimate Control 321-333 PDF
  Kateryna Yalova, Yurii Babenko, Mykhailo Babenko, Viktor Bagriy, Kyrylo Krasnikov
• Development of Project Management Models for Information Systems to Improve Website SEO Metrics 334-345 PDF
  Vadym Ziuziun, Ihor Miroshnychenko, Tetiana Kmytiuk, Anna Kolomiiets, Nataliia Datsenko
• Optimization of Distributed File Placement Registrations on a Computer Network 346-360 PDF
  Hlib Horban, Kateryna Antipova, Yevhen Davydenko, Alyona Shved
• Graph Databases in Electronic Communications Network: Assessment Based on Query Execution Time 361-374 PDF
  Oksana Herasymenko 0001, Anna Ivanytska
• Structuring Management Tasks in the Telecommunication Network Management System 375-386 PDF
  Yuriy Samokhvalov, Eduard Bovda, Sergey Liubarskyi
• Enhancing Object Detection and Classification in High-Resolution Images Using Sahi Algorithm and Modern Neural Networks 387-403 PDF
  Oleksii Bychkov, Kateryna Merkulova, Yelyzaveta Zhabska, Andrii Yaroshenko
• Information System for Air Quality Assessment and Data Processing: Design and Implementation 404-418 PDF
  Volodymyr V. Hnatushenko, Bohdan Molodets, Tetiana Bulana, Daniil Boldyriev, Igor Gomilk
• Geometric Fractals' Constructive-Synthesizing Models Using Ontological Means 419-431 PDF
  Viktor Shynkarenko, Larysa Zhuchyi, Maria Lyakhova, Olena Kuropiatnyk
• Segmentation of the Chorus of the Eye Fund in A Digital Image 432-441 PDF
  Maksim Tkatchenko, Oleksii Ivanchenko, Volodymyr Petrivskyi, Inna Balanovych
• On Supervising and Coordinating Microservices Within Web Applications on the Basis of State Machines 442-454 PDF
  Oleksiy Oletsky, Vitalii Moholivskyi
• Analysis of The Accuracy of Simulating the Human Eye Movement System Based on Volterra Models 455-465 PDF
  Vitaliy D. Pavlenko, Denys Lukashuk
• On the Cofinality Property in The Context of the Hierarchy of Decreasing Church-Rosser Abstract Rewriting Systems 466-479 PDF
  Ievgen Ivanov
• Mathematical Model of a Text Document with Consideration of Time for Search Algorithm 480-489 PDF
  Anna Martsafei, Anastasiia Kushnir, Kseniia Dukhnovska, Oksana Kovtun 0002, Iryna Yurchuk
• Methods of Decomposition Theory and Graph Labeling in the Study of Social Network Structure 490-499 PDF
  Marina Semeniuta, Serhii Yakymenko, Leonid Hulianytskyi
• Implementation and Comparison of Hash-Function Based Multi-Time Digital Signature Protocols 500-506 PDF
  Oleksii Bashuk, Anatoly V. Anisimov