| Vol-4110 urn:nbn:de:0074-4110-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).

# CIAW 2025
Computational Intelligence Application Workshop 2025

### Proceedings of the Computational Intelligence Application Workshop (CIAW 2025)

### Lviv, Ukraine, September 26-27, 2025.

Edited by

### Vasyl Teslyuk*
Natalia Kryvinska**
Aneta Poniszewska-Maranda***
Vasyl Lytvyn****
Lyubomyr Chyrun*****

* Lviv Polytechnic National University, Ukraine
** Comenius University Bratislava, Slovakia
*** Lodz University of Technology, Poland
**** Lviv Polytechnic National University, Ukraine
***** Ivan Franko National University, Ukraine

## Table of Contents

- Cover and Preface
  Summary: There were 51 papers submitted for peer-review to this workshop. Out of these, 24 papers were accepted for this volume, 24 as regular papers and 0 as short papers.

- Neural network self-regulating adaptive model for the helicopter turboshaft engines gas temperature analyzing 1-14
  Serhii Vladov, Victoria Vysotska, Andrii Nevynitsyn, Nataliia Vladova, Volodymyr Mazharov, Anatolii Yanitskyi, Andrii Voronin
- System of modeling and forecasting real estate prices based on machine learning methods 15-28
  Irina Kalinina, Aleksandr Gozhyj, Viktoria Chorna, Victor Gozhyi, Sergii Shiyan
- A lightweight cross-attentive Tinybert with LoRA and Bi GRU for fake news detection 29-43
  Ivan Peleshchak, Vasyl Lytvyn, Victoria Vysotska, Oleksii Khobor, Mykhailo Luchkevych
- Real-time emotion recognition in virtual reality from behavioral motion 44-58
  Nonna Kulishova, Volodymyr Sylantiev
- A high-load architecture for image processing based on microservices 59-68
  Oleh Pitsun, Myroslav Shymchuk
- Developing of AI assistant for route optimization intelligent system 69-84
  Victoria Vysotska, Kirill Smelyakov, Anastasiya Chupryna, Maksym Derenskyi, Vadim Repikhov, Mykyta Hvozdiev
- AI–based approach for forming software customer support teams based on multifactor portraits of candidates' perception subjectification of the support object 85-96
  Ivan Tsmots, Andrii Pukach, Artem Kazarian, Mariana Seneta
- Development of a JFET model with increased accuracy: measurements of wrangling data, acquisition and model analysis 97-109
  Viktoriia Hnatushenko, Anton Guda, Andrew Zimoglyad, Anna Zhurba
- Neural network-driven hybrid algorithm generation of integrating grey wolf, bee, ant, genetic, and bat metaheuristics 110-119
  Victoria Vysotska, Dmytro Uhryn, Oleksii Iliuk, Yuriy Ushenko, Vasyl Yatsyshyn
- Edge-cloud monitoring system for smart vertical farming 120-137
  Vasyl Teslyuk, Iryna Kazymyra, Rostyslav Zahvoiskyi, Stepan Omeliukh
- Improving the quality of cytological cell nuclei classification using ensembles 138-147
  Oleh Pitsun, Myroslav Shymchuk
- Detection of intestinal thrombosis using a hybrid method based on genetic algorithm and grey wolf optimisation 148-157
  Lyubomyr Chyrun, Dmytro Uhryn, Yuriy Ushenko, Oleksii Iliuk, Yuriy Masikevych
- A centered bithreshold neural network regressor 158-170
  Vladyslav Kotsovsky
- Quantum processing in image fusion for multispectral remote sensing data 171-180
  Volodymyr Hnatushenko, Vita Kashtan
- Evaluating the in-context learning capabilities of large language models for misinformation detection for Ukrainian news 181-197
  Victoria Vysotska, Anastasiya Chupryna, Natalia Valenda, Oleksandr Konduforov
- Detecting anomalous activity in smart grids to analyze node energy profiles 198-209
  Inna Rozlomii, Andrii Yarmilko, Serhii Naumenko
- Explainable AI for high-risk applications: comparative analysis of traffic forecasting models in smart cities 210-231
  Anastasiya Doroshenko, Dmytro Savchuk
- Towards a methodology for parameter selection in adaptive cache management 232-242
  Victoria Vysotska, Kyrylo Smelyakov, Anastasiya Chupryna, Matvii Kuchapin
- Augmented and virtual reality for education: a case study in 5G network slicing 243-264
  Anastasiya Doroshenko, Kvitoslava Obelovska, Rostyslav Liskevych, Tetiana Anton
- Methods and tools of computational intelligence in ІТ risk management modeling : advantages and limitations 265-277
  Ihor Liakh, Yurii Kish, Nataliia Shumylo
- Methods of named entities recognition of location type in unstructured Ukrainian texts 278-289
  Victoria Vysotska, Kirill Smelyakov, Anastasiya Chupryna, Kateryna Liulina
- AI-driven system for modeling and optimization in IT project management 290-305
  Yurii Kynash, Oleg Riznyk, Iryna Gado, Yuriy Pelekh, Taras Kovaliv
- Information technology solutions to support volunteer projects 306-316
  Igor Povkhan, Vasyl Morokhovych, Bohdan Morokhovych, Mykhailo Klyap
- Social engineering in Ukraine: threats and intelligent detection approaches 317-331
  Victoria Vysotska, Kirill Smelyakov, Anastasiya Chupryna, Dmytro Darahan, Oleh Torubara, Oleh Shyshymenko

2025-11-20: submitted by Lyubomyr Chyrun, metadata incl. bibliographic data published under Creative Commons CC0
2025-11-28: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|