| Vol-3861 urn:nbn:de:0074-3861-7 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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 2024
Computational Intelligence Application Workshop 2024

### Proceedings of the Computational Intelligence Application Workshop (CIAW 2024)

### Lviv, Ukraine, October 10-12, 2024.

Edited by

### Vasyl Teslyuk *
Natalia Kryvinska **
Aneta Poniszewska-Maranda ***
Igor Miladinovic ****
Vasyl Lytvyn *
Victoria Vysotska *****

* Lviv Polytechnic National University, Ukraine
** Comenius University Bratislava, Slovakia
*** Lodz University of Technology, Poland
**** University of Applied Sciences Campus Vienna, Austria
***** Osnabrück University, Germany

## Table of Contents

- Cover and Preface
  Summary: There were 27 papers submitted for peer-review to Computational Intelligence Application Workshop 2024. Out of these, 16 papers were accepted for this volume.
- Organization and Committees
- Organizers and Partners
- The helicopter turboshaft engines parametric debugging using neural network technology 1-15
  Victoria Vysotska, Serhii Vladov, Yevhen Volkanin, Andrii Siora, Maryna Bulakh, Oleksandr Muzychuk, Oleksandr Koren
- Gesture control: real-time 3D hand recognition for touchless interfaces 16-27
  Vasyl Teslyuk, Iryna Kazymyra, Volodymyr Tsapiv
- The dual-channel logic controller synthesis for controlling complex dynamic objects 28-41
  Victoria Vysotska, Serhii Vladov, Pavlo Pukach, Oleksandr Lavrut, Oleksandr Muzychuk, Denys Baranovskyi, Danylo Severynenko
- Forecasting electricity demand in Ukraine using machine learning methods 42-56
  Irina Kalinina, Aleksandr Gozhyj
- Preprocessing product descriptions with byte pair encoding: a solution for abbreviation-heavy texts 57-76
  Vasyl Teslyuk, Anastasiya Doroshenko, Olga Narushynska
- Smart system for passive detection and classification of mines using feed-forward deep neural networks 77-111
  Vasyl Lytvyn, Roman Peleshchak, Victoria Vysotska, Ivan Peleshchak, Lyubomyr Chyrun, Mariia Nazarkevych, Serhii Vladov, Olga Lozynska, Serhii Voloshyn, Olena Nagachevska
- Machine learning of direct propagation neural networks for mobile smart systems 112-121
  Ivan Tsmots, Yurii Opotyak, Yurii Lukashchuk, Sofiia Tesliuk
- Predicting road accidents in smart cities: machine learning approach for enhanced safety 122-136
  Anastasiya Doroshenko, Dmytro Savchuk
- Computational intelligence technology for Ukrainian language textual content processing based on big data analysis, NLP and machine learning 137-166
  Victoria Vysotska
- Intelligent system development for detecting suicidal intentions based on Ukrainian literary works analysis 167-186
  Victoria Vysotska, Lyubomyr Chyrun, Serhii Vladov, Sofia Chyrun, Oksana Markiv, Liubov Kolyasa, Valerii Sokurenko, Oleksandr Muzychuk, Arsen Blyzniuk, Rostyslav Fedchuk
- Semi-supervised learning for medical images segmentation using 4D atlas priors 187-198
  Volodymyr Lytvynenko, Victor Sineglazov, Kirill Riazanovskiy, Olena Chumachenko
- Program implementation of large-integer modular multiplication based on Montgomery space 199-209
  Natalia Kryvinska, Ihor Prots’ko, Oleksandr Gryshchuk
- Modified Poisson label propagation graph-based method with regularization for task of classification intersection dataset 210-226
  Michael Z. Zgurovsky, Victor Sineglazov, Alexander Ruchkin
- Analyzing the nature of AI footprint: noise-to-text method 227-236
  Emil Faure, Andrii Nykonenko
- Information technology for promoting Instagram accounts 237-266
  Victoria Vysotska, Mariia Nazarkevych, Serhii Vladov, Sofia Chyrun, Olga Lozynska, Tetiana Lavrut, Ihor Budz, Oleksandr Muzychuk, Olena Nagachevska, Stanislav Diakun
- Enhancing clothing pattern classification using neural networks and transfer learning 267-280
  Vasyl Teslyuk, Stanislav Ivasiv

2024-11-11: submitted by Victoria Vysotska, metadata incl. bibliographic data published under Creative Commons CC0
2024-12-08: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|