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ORCIDIT&I 2024: Kyiv, Ukraine
- Anatoly Anisimov, Vitaliy Snytyuk, Aldrich Chris, Andreas Pester, Frédéric Mallet, Iurii Krak, Nickolas Cogan, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Tom Needham, Vitaliy Tsyganok, Vladimir Vovk:
Selected Papers of the XI International Scientific Conference "Information Technology and Implementation" (IT&I 2024). Conference Proceedings, Kyiv, Ukraine, November 20-21, 2024. CEUR Workshop Proceedings 3909, CEUR-WS.org 2025
Section 1: Artificial Intelligence Technologies and Data Science
- Victoriia Hnatushenko, Oleksandr Honcharov:
Land Cover Mapping with Sentinel-2 Imagery Using Deep Learning Semantic Segmentation Models. 1-18 - Stepan Bilan, Oksana Vlasenko, Oleksandr Honcharuk, Yevhenii Roiko:
Crop Monitoring System Based on Earth Image Analysis to Predict Crop Yields in Fields. 19-28 - Anatoliy Doroshenko, Dmitry Zhora, Oleksii Zhyrenkov:
The Machine Learning Model Development Lifecycle for Prediction of Electrical Energy Market Volumes. 29-42 - Vladyslav A. Kuznetsov, Alexander Samoylov, Tetiana Karnaukh, Rostyslav Trokhymchuk, Anatoliy Kulias:
Self-Reinforcing Effects on Trustworthiness of Intelligent Systems in Small Data Problem-Solving. 43-55 - Victor Sineglazov, Mykhailo Savchenko, Michael Zgurovsky:
Optimal Size Reduction Methodology for Yolo-based Underwater Object Detectors Based on Knowledge Distillation. 56-67 - Nataliia Darchuk, Oksana Zuban, Valentyna Robeiko, Yuliia Tsyhvintseva, Mykola M. Sazhok:
Toxicity Detection for Ukrainian-language Texts in the Textattributor System. 68-83 - Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak, Iurii Krak:
Multi-stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis. 84-98 - Oleksandr Marchenko, Maksym Shevchenko:
Influence of Distance Measures and Data Characteristics on Time Performance in Content-based and Collaborative Filtering Datasets. 99-108 - Khrystyna Lipianina-Honcharenko, Dmytro Lendiuk, Nazar Melnyk, Myroslav Komar, Taras Lendiuk:
Evaluation of The Keyword Selection Methods Effectiveness for the Fake News Classification. 109-122 - Viktor Morozov, Vladyslav Deineha, Danylo Kovalchuk:
Multi-Criteria Method for Comparing the Effectiveness of Gradient Descent Modifications on Benchmark Functions. 123-137 - Yuri Kravchenko, Olga Leshchenko, Andriy Dudnik, Nataliia Dakhno, Hennadii Dakhno:
Machine Learning Systems for Analyzing and Predicting User Behavior. 138-152 - Hryhorii Hnatiienko, Olena Prysiazhniuk, Anna Puzikova, Olena Blyzniukova:
Implementation of The GPT-4 Language Model for Processing Users' Responses in Social-Psychological Services Within Digital Communication Processes. 153-165
Sections 2. Cyberspace Protection Technologies
- Volodymyr Nakonechnyi, Volodymyr Saiko, Oleksandr Pliushch, Vladyslav Lutsenko, Mykola Mordvyntsev:
Model of Using Blockchain Technology to Secure Digital Financial Transactions. 166-180 - Ivan Parkhomenko, Larysa Myrutenko, Roman Ohiievych, Mykhailo Savonik:
Using Zero Trust Principles for Detecting Authorization Attacks in Cloud Environments. 181-195 - Vitalii Savchenko, Halyna Haidur, Svitlana Lehominova, Taras Dzyuba, Oleksandr Laptiev:
Modeling of Media Influence on Personal Information Security. 196-206 - Lyudmila Kovalchuk, Mariia Rodinko, Roman Oliynykov, Tatiana Klymenko:
Using Chernoff Bound to Statistical Tests Independence Checking. 207-216 - Serhii Buchyk, Anastasiia Shabanova, Serhii Toliupa, Oleksandr Buchyk, Maksym Delembovskyi:
Study of Properties, Applications and Software Implementation of The Digital Signature Algorithm Based on Elliptic Curves. 217-226 - Oleksandr Kuznetsov, Emanuele Frontoni, Yelyzaveta Kuznetsova, Oleksii Smirnov, Illarion Moskovchenko:
Trust-Based Security Architecture for Edge Computing: A Simulation Study of Dynamic Trust Evolution and Attack Detection. 227-241
Section 3: E-commerce, E-government and E-learning Technologies
- Artem Artyukhov, Iurii Volk, Oleksandr Dluhopolskyi, Nadiia Artyukhova, Olena Zelikovska:
Evaluating the Quality of Education: Application of Black, Gray, and White Box Methods. 242-251 - Andrii Kopp, Oleksandr Chornenkyi:
Towards the Information Technology for Online Citizen Services Detection and Assessment on E-Government National Portals. 252-263 - Valentyna Pleskach, Yaroslav Kryvolapov, Hlib Kryvolapov, Olena Zelikovska:
Investigating E-Commerce Systems for Book Sales: From Theoretical Foundations to Software Development. 264-274 - Oleh Ilarionov, Hanna Krasovska, Iryna Domanetska, Olena Fedusenko:
Features of the Practical Use of LLM for Generating Quiz. 275-284
Section 4: Network, Internet and Smart technologies
- Mykola Korablyov, Sergey Lutskyy, Anatolii Voronin, Ihor Ivanisenko:
System-Information Models of Digital Twins with Elements of Controlled Self-Organization. 285-295 - Juliy Boiko, Volodymir Druzhynin, Ilya Pyatin, Lesya Karpova:
Software Modeling and Implementation of Information Network for Smart Home Technology. 296-310 - Maksym Ogurtsov, Vyacheslav Korolyov, Oleksandr Khodzinskyi, Oleh Rybalchenko:
Development of Relative Positioning Algorithms for Agricultural Drone Swarms in PGS-Challenged Environments. 311-320 - Mykhailo Babenko, Yurii Babenko, Kateryna Yalova, Kyrylo Krasnikov, Viktor Bagriy:
Development of an Intelligent System With Fuzzy Logic for Indoor Microclimate Control. 321-333 - Anna Kolomiiets, Ihor Miroshnychenko, Vadym Ziuziun, Tetiana Kmytiuk, Nataliia Datsenko:
Development of Project Management Models for Information Systems to Improve Website SEO Metrics. 334-345 - Yevhen Davydenko, Hlib Horban, Alyona Shved, Kateryna Antipova:
Optimization of Distributed File Placement Registrations on a Computer Network. 346-360 - Oksana Herasymenko, Anna Ivanytska:
Graph Databases in Electronic Communications Network: Assessment Based on Query Execution Time. 361-374 - Yuriy Samokhvalov, Eduard Bovda, Sergey Liubarskyi:
Structuring Management Tasks in the Telecommunication Network Management System. 375-386
Section 5: Software Engineering, Data Structures and Computing
- Oleksii Bychkov, Kateryna Merkulova, Yelyzaveta Zhabska, Andrii Yaroshenko:
Enhancing Object Detection and Classification in High-Resolution Images Using Sahi Algorithm and Modern Neural Networks. 387-403 - Volodymyr V. Hnatushenko, Tetiana Bulana, Igor Gomilk, Bohdan Molodets, Daniil Boldyriev:
Information System for Air Quality Assessment and Data Processing: Design and Implementation. 404-418 - Olena Kuropiatnyk, Viktor Shynkarenko, Larysa Zhuchyi, Maria Lyakhova:
Geometric Fractals' Constructive-Synthesizing Models Using Ontological Means. 419-431 - Inna Balanovych, Maksim Tkachenko, Volodymyr Petrivskyi, Oleksii Ivanchenko:
Segmentation of the Chorus of the Eye Fund in A Digital Image. 432-441 - Oleksiy Oletsky, Vitalii Moholivskyi:
On Supervising and Coordinating Microservices Within Web Applications on the Basis of State Machines. 442-454 - Vitaliy D. Pavlenko, Denys Lukashuk:
Analysis of The Accuracy of Simulating the Human Eye Movement System Based on Volterra Models. 455-465 - Ievgen Ivanov:
On the Cofinality Property in The Context of the Hierarchy of Decreasing Church-Rosser Abstract Rewriting Systems. 466-479 - Iryna Yurchuk, Kseniia Dukhnovska, Oksana Kovtun, Anna Martsafei, Anastasiia Kushnir:
Mathematical Model of a Text Document with Consideration of Time for Search Algorithm. 480-489 - Leonid Hulianytskyi, Marina Semeniuta, Serhii Yakymenko:
Methods of Decomposition Theory and Graph Labeling in the Study of Social Network Structure. 490-499
Short Papers
- Anatoly Anisimov, Oleksii Bashuk:
Implementation and Comparison of Hash-Function Based Multi-Time Digital Signature Protocols. 500-506
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