| Vol-4163 urn:nbn:de:0074-4163-x Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# AdvAIT 2025
International Workshop on Advanced Applied Information Technologies: AI & DSS 2025

### Proceedings of the The 2nd International Workshop on Advanced Applied Information Technologies: AI & DSS

### Khmelnytskyi, Ukraine, Zilina, Slovakia, December 5, 2025.

Edited by

### Tetiana Hovorushchenko 1
Elena Zaitseva 2
Sergii Lysenko 1
Vitaly Levashenko 2

1 Khmelnytskyi National University, 11, Instytuts'ka str., Khmelnytskyi, 29016, Ukraine
2 University of Žilina (UNIZA), Laboratory on Reliability Engineering and Computational Intelligence, Univerzitná 8215, 010 26 Žilina, Slovakia

## Table of Contents

- Preface
  Summary: There were 64 papers submitted for peer-review to this workshop. Out of these, 26 papers were accepted for this volume, 21 as regular papers and 5 as short papers.

### Advanced Applied Information Technologies: AI & DSS

- Cognitive analysis of information perception through images 1-15
  Orest Khamula, Oleksandr Tymchenko, Olha Sosnovska, Svitlana Vasiuta, Olha Lukovska
- Decision support system for inheritance under martial law 16-29
  Alla Herts, Marta Kravchyk, Yelyzaveta Hnatchuk, Archil Chochia, Artem Boyarchuk
- VR simulator for the training and manufacturing process at sewing enterprises 30-40
  Oleg Voichur, Anastasiia Shcherbakova, Oksana Zakharkevich, Yurii Voichur, Miroslav Kvassay
- Machine learning models for predicting migrant remittance flows: a cross-border financial analysis 41-50
  Ilona Dumanska, Andrii Kuzmin, Vitaly Levashenko, Viktor Lysak, Lesia Hrytsyna
- Method for supporting decision-making regarding the possibility of transporting goods by road based on civil law grounds 51-62
  Olga Pavlova, Alla Herts, Volodymyr Tsikalo, Archil Chochia, Yevhenii Rudnichenko
- Information system for determining the priority of digital image quality factors 63-72
  Alona Kudriashova, Vsevolod Senkivskyy, Iryna Pikh, Bohdan Durnyak, Taras Oliyarnyk
- Method for creating AI-personas and prompts to describing art objects for people with visual impairments 73-86
  Tetiana Hovorushchenko, Oleg Voichur, Serhii Matiukh, Artem Boyarchuk, Olha Hovorushchenko
- Evaluation of the quality of compositional design of information systems using fuzzy logic 87-101
  Alona Kudriashova, Iryna Pikh, Vsevolod Senkivskyy, Yurii Slipetsky, Volodymyr Bernatsek
- Developing an algorithm for decision support process 102-111
  Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Dmytro Palamarchuk
- Model for risk assessment and agile method selection considering social factors in IT projects 112-123
  Vasyl Teslyuk, Iryna Gado, Serhii Trevoho
- Identifying users communicative segments to explain digital fatigue via NLP 124-134
  Roman Vit, Olexander Mazurets, Olexander Barmak, Maryna Molchanova, Iurii Krak
- Machine learning-based study of fire evacuation parameters in inclusive secondary schools 135-144
  Oleksandr Khlevnoi, Nataliia Zhezlo-Khlevna, Yurii Borzov, Yuliia Nazar, Volodymyr Pylypenko
- Intelligent information system for knowledge integration into artificial intelligence models 145-161
  Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk, Elena Zaitseva, Olena Markevych
- Models of unsteady convective and conductive heating of double-layer printing materials 162-171
  Yaroslav Kolyano, Bohdan Durnyak, Taras Sass, Georgij Petriaszwili
- Machine learning method for predicting smoke blockage time at apartment evacuation exits 172-181
  Oleksandr Khlevnoi, Nataliia Zhezlo-Khlevna, Igor Malets, Olga Smotr, Roman Golovatyi
- Financial risk & customs control in humanitarian water logistics: a machine learning approach 182-191
  Ilona Dumanska, Olga Pavlova, Jan Rabcan, Alona Melnyk, Olena Kharun
- Expert access control system for access management in a smart home system 192-203
  Vira Titova, Yurii Klots, Viktor Cheshun, Serhii Mostovyi, Abdel-Badeeh M.Salem
- Machine learning-based information technology for analyzing energy peaks in power grid balancing 204-220
  Dmytro Tymoshchuk, Andrii Voloshchuk, Andriy Sverstiuk, Halyna Osukhivska, Oksana Bahrii-Zaiats
- Graph-based data preparation for detecting buffer overflow vulnerabilities in code within CI/CD pipelines 221-230
  Oleg Savenko, Silvia Lips, Piotr Gaj, Yevhenii Sierhieiev
- AutoML and explainable AI-based approach to enhance the efficiency and interpretability of IDS 231-246
  Dmytro Tymoshchuk, Nataliya Zagorodna, Yurii Klots, Vasyl Yatskiv, Nataliia Petliak
- Experimental validation of a synthesis method for resilient AR/VR architectures 247-254
  Artem Kachur, Sergii Lysenko, Tomas Sochor, Yurii Kravchyk, Olha Atamaniuk
- Study of structural parameters of epoxy composites using deep neural networks 255-267
  Petro Stukhliak, Oleg Totosko, Danylo Stukhliak, Iaroslav Lytvynenko, Roman Zolotyi
- Analysis of methods and models for implementing databases and web interfaces: a case study of student management information systems 268-276
  Leonid Romaniuk, Sergey Subbotin, Ihor Chykhira, Olesya Shtanyuk, Halyna Tulaidan
- AI-driven multimodal data fusion for hazardous object detection in maritime and coastal environments 277-283
  Vitaly Brevus, Halyna Brevus, Roman Gashynskyi, Aser Kashosi, Roman Yuzefovych
- Mobile face anti-spoofing through privileged multiteacher distillation under SWAP constraints 284-289
  Ostap Stets, Ihor Konovalenko, Andrii Bomba, Oleh Shmanko
- Information system for analyzing the movement of complexly identifiable objects against a stationary background 290-297
  Mykhaylo Palamar, Mykhaylo Strembitskyi, Oleg Ulyanov, Myroslava Yavorska, Andriy Palamar

2025-12-16: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2026-02-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|