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
  doi:10.83095/ceurws_04294_001
  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
  doi:10.83095/ceurws_04294_002
  Larysa Katerynych , Maksym Kubichka , Kostiantyn Zhereb
• Statistical Analysis of Numerical Topological Parameters of Information Systems for Machine Learning Models 39-48
  doi:10.83095/ceurws_04294_003
  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
  doi:10.83095/ceurws_04294_004
  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
  doi:10.83095/ceurws_04294_005
  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
  doi:10.83095/ceurws_04294_006
  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
  doi:10.83095/ceurws_04294_007
  Irina Grishanova , Julia Rogushina , Pylyp Andon
• Neutralising Manipulation in Ukrainian News with Iterative Score-Guided LLM Rewriting 105-121
  doi:10.83095/ceurws_04294_008
  Vladyslav Hromenko , Viktor Shevchenko , Leonid Artiushyn , Vladislav Shostak
• A Geoanalytical Framework for Forecasting Urban Electricity Consumption in Smart City Systems 122-137
  doi:10.83095/ceurws_04294_009
  Svitlana Popereshnyak , Rinela Kapçiu
• Edge Camera based on a Single-Board Computer: Hybrid Selective Parallelization in Real-Time Video Processing 138-146
  doi:10.83095/ceurws_04294_010
  Oleksii Bahatskyi , Kyrylo Malakhov
• Canonical Byte-String Encoding for Finite-Ring Cryptosystems 147-154
  doi:10.83095/ceurws_04294_011
  Kyrylo Riabov , Serhii Kryvyi
• A Modular Computational Pipeline for Quantitative Analysis of Infrared Thermal Images in Digital Health Systems 155-164
  doi:10.83095/ceurws_04294_012
  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
  doi:10.83095/ceurws_04294_013
  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
  doi:10.83095/ceurws_04294_014
  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
  doi:10.83095/ceurws_04294_015
  Daria Rudenko , Oleksandr Kolchyn