CIAW 2025
Computational Intelligence Application Workshop 2025

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