UkrProg-IIT 2026
Intelligent Information Technologies 2026

Table of Contents

• The Modern Approaches for Representation of Semantic Information in AI Systems and Large Language Models 3-23
  Igor Sinitsyn, Anatoliy Doroshenko, Dmitry Zhora, Andrii Cherniaiev
• End-to-End Benchmarking of Cloud and Self-Hosted AI in a Ukrainian-Language Voice Nutrition-Tracking Pipeline 24-38
  Larysa Katerynych, Maksym Kubichka, Kostiantyn Zhereb
• Statistical Analysis of Numerical Topological Parameters of Information Systems for Machine Learning Models 39-48
  Andriy Makarchuk, Oleg Barabash, Oleh Kopiika, Volodymyr Tkachov, Bohdan Bilyavskiy
• Safety-Structured Generation for a Ukrainian Clinical Assistant in Edge-Computing: Responsible QA Dataset, Gemma 3 270M Fine-Tuning, and NanoPi NEO Air On-Device Inference 49-61
  Kyrylo Malakhov, Dmytro Vakulenko, Vladislav Kaverinskiy, Oleksii Bahatskyi, Ellen Cohn
• Development of Intelligent Chat-bots for Support of Scientific Activities and Postgraduate Education: Role of Large Language Models and Semantic Technologies 62-75
  Igor Sinitsyn, Pylyp Andon, Julia Rogushina, Boris Lashchonov, Oleksandr Simonenko
• A Multicriteria Approach to IoT System Reliability Assessment Based on Transformer-Based Threat Classification 76-92
  Alexander Shvydchenko, Dmitro Zahorodnii, Igor Parkhomey, Juliy Boiko
• Experimental Research of Hybrid Reinforcement Learning Methods for QoS-Aware Web Service Composition: an Actor-Critic Approach 93-104
  Irina Grishanova, Julia Rogushina, Pylyp Andon
• Neutralising Manipulation in Ukrainian News with Iterative Score-Guided LLM Rewriting 105-121
  Vladyslav Hromenko, Viktor Shevchenko, Leonid Artiushyn, Vladislav Shostak
• A Geoanalytical Framework for Forecasting Urban Electricity Consumption in Smart City Systems 122-137
  Svitlana Popereshnyak, Rinela Kapçiu
• Edge Camera based on a Single-Board Computer: Hybrid Selective Parallelization in Real-Time Video Processing 138-146
  Oleksii Bahatskyi, Kyrylo Malakhov
• Canonical Byte-String Encoding for Finite-Ring Cryptosystems 147-154
  Kyrylo Riabov, Serhii Kryvyi
• A Modular Computational Pipeline for Quantitative Analysis of Infrared Thermal Images in Digital Health Systems 155-164
  Vladislav Kaverinskiy, Mykola Budnyk, Dmytro Vakulenko
• Improving UAV Group Reference Routes Using a Stack of Iterative Local Optimization Methods with Preliminary Clustering of Route Points 165-176
  Viktor Shevchenko, Yevhen Derevianko, Valerii Chystiakov, Leonid Artiushyn, Volodymyr Shevchenko
• Method of UAV Swarm Control Using a Radioelectronic Rangefinder with Formal Safety Verification 177-186
  Anatoliy Doroshenko, Oleksii Beketov, Ruslan Shevchenko
• A Controlled Evaluation of Range-Sensitive Dataflow Coverage for Indirect Testing of Input Constraints in Cyber-Physical Systems 187-206
  Daria Rudenko, Oleksandr Kolchyn