AIT&AIS 2025
Applied Information Technologies and Artificial Intelligence Systems 2025

Table of Contents

• Preface
  Summary: There were 42 papers submitted for peer-review to this workshop. Out of these, 25 papers were accepted for this volume, 25 as regular papers and 0 as short papers.

• Method for continuous clustering of helicopter turboshaft engine’s short-term gas temperature fluctuations to assess the compressor turbine element’s degradation 1-20
  Serhii Vladov, Victoria Vysotska, Maria Pysmenna, Andrii Nevynitsyn, Nataliia Vladova, Volodymyr Mazharov, Nadiia Kovalenko, Artem Zelenskyi, Łukasz Ścisło
• A Vid-LLM architectures systemic analysis for the integration of multimodal video understanding 21-35
  Svitlana Antoshchuk, Olena Arsirii, Mykola Hodovychenko, Anatolii Nikolenko, Oksana Babilunha
• Parameter-based analysis of AI ethics frameworks with regulatory and technological parameters 36-47
  Valerii Sokurenko, Victoria Vysotska, Daniil Shmatkov, Yurii Onishchenko, Dmytro Pashniev, Nataliya Vnukova, Daria Davydenko, Maryna Bulakh
• Forecasting based on machine learning methods in the fuel monitoring system 48-65
  Aleksandr Gozhyj, Irina Kalinina, Sergii Shiyan, Victor Gozhyi, Ainura Ormanbekova
• Identification of spatial confinement in nanostructures using machine learning methods 66-76
  Igor Boyko, Marharyta Prachuk
• AI system behavior on images involving personal data and IP rights 77-88
  Oleksandr Muzychuk, Victoria Vysotska, Dmytro Pashniev, Daniil Shmatkov, Olha Rozghon, Denys Baranovskyi
• Cyber-physical system for determining the condition of patients with depression based on motion activity fixation 89-100
  Tetiana Hovorushchenko, Olha Hovorushchenko, Yurii Voichur, Oleg Voichur, Houda El Bouhissi
• A fuzzy multiple-criteria approach to planning the energy needs of enterprises 101-110
  Anatoliy Sachenko, Oksana Chereshnyuk, Svitlana Sachenko, Ruslan Brukhanskyi, Aleksandra Czupryna-Nowak
• Mathematical and knowledge-oriented modeling of efficient and balanced operation of a university computer network 111-125
  Andriy Melnyk, Serhiy Voznyak, Svitlana Sachenko, Volodymyr Naumchuk, Oleh Korkushko
• Multilingual analysis for Instagram comments sentiment using transformer models and automatic parsing 126-181
  Victoria Vysotska, Andrian Hyriak, Lyubomyr Chyrun, Rostyslav Fedchuk, Oleksandr Lavrut, Dmytro Uhryn, Liubov Kolyasa, Saule Smailova, Mariia Brygadyr
• Deep learning-based computer-aided detection of breast lesions 182-191
  Waldemar Wójcik, Oleksandr Poplavskyi, Sergii Pavlov, Oksana Olenich
• Information system for collaborationists messages and accounts classification in social networks 192-245
  Victoria Vysotska, Viktoriia Yakovlieva, Roman Romanchuk, Lyubomyr Chyrun, Dmytro Uhryn, Vitalii Danylyk, Oksana Brodyak, Ainur Orazayeva, Vadim Schuchmann
• The algorithm for labor resource allocation in IT project implementation based on stochastic gradient descent 246-257
  Oleksandr Kuchanskyi, Myroslava Gladka, Yaroslav Hladkyi, Volodymir Druzhynin, Hanna Tereshchuk
• A hybrid physical-machine learning framework for predictive inspection scheduling in integrated BIM-IoT environments 258-269
  Tetyana Honcharenko, Olga Solovei
• Singing voice synthesis via latent flow matching and differentiable digital signal processing 270-282
  Serhii Lupenko, Maksym Klishch, Vasyl Yatsyshyn, Oleh Pastukh
• A hybrid model for telemedicine data transmission based on blockchain and adaptive compression 283-295
  Waldemar Wójcik, Pavlo Yakovyshen, Stanislav Tuzhanskyi
• Model of formalized information security audit of an organization with a critical infrastructure facility for compliance with international security standards 296-308
  Nataliia Lishchyna, Valerii Lishchyna, Lesia Kozubtsova, Igor Kozubtsov, Andrii Yashchuk
• Method for implementing a complex modular system for analyzing information sources 309-318
  Zhengbing Hu, Dmytro Uhryn, Artem Kalancha, Viktor Ivashko, Viktor Ilin
• The probabilistic approach to automated visual navigation in closed spaces 319-331
  Olga Artemenko, Oleksandr Dorenskyi, Taras Terletskyi, Oleh Kaidyk, Andriy Kramar
• Solving operational tasks in the design of video surveillance systems 332-342
  Nataliia Bahniuk, Taras Terletskyi, Oleh Kaidyk, Serhii Kostiuchko, Inna Kondius
• A multilingual analysis for political stance and manipulative language in Reddit comments on the Ukraine war 343-378
  Victoria Vysotska, Alla Kuzko, Lyubomyr Chyrun, Yuriy Ushenko, Roman Romanchuk, Roman Lynnyk, Yaroslav Pelekh, Laura Duisembaueva, Mariia Brygadyr
• Analysis of wildfires using GIS technologies (case study of Volyn region, Ukraine) 379-390
  Olga Artemenko, Serhii Puhach, Oleh Kaidyk, Taras Terletskyi, Nina Zdolbitska
• Review of EEG signal classification approaches in finger movement recognition 391-404
  Igor Boyko, Oleh Pastukh, Ivan Stefanyshyn, Oleh Lyashuk
• Methodology for rapid development of tactical medicine VR simulators using generative AI and photogrammetry 405-428
  Sofia Chyrun, Victoria Vysotska
• Facial emotion recognition using an ensemble of convolutional neural networks 429-441
  Oleg Savenko, Serhiy Balovsyak, Oleksandr Derevyanchuk, Mykola Ilashchuk, Stepan Melnychuk