| Vol-3742 urn:nbn:de:0074-3742-0 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).

# CITI 2024
The 2nd International Workshop on Computer Information Technologies in Industry 4.0

### Proceedings of the 2nd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2024)

### Ternopil, Ukraine, June 12-14, 2024.

Edited by

### Andriy Sverstiuk *
Pavlo Maruschak **

* I. Horbachevsky Ternopil National Medical University, Faculty of Medicine, Ternopil, Ukraine
** Ternopil Ivan Puluj National Technical University, Faculty of Applied Information Technologies and Electrical Engineering, Ternopil, Ukraine

## Table of Contents

- Preface
  Summary: There were 72 papers submitted for peer-review to this workshop. Out of these, 29 papers were accepted for this volume, 25 as regular papers and 4 as short papers.
- Committees
- Organizer and Partners

### Session 1: Day 1

- Information and technological tools for analysis and visualization of open data in smart cities 1-12
  Oleh Palka, Lesia Dmytrotsa, Oleksii Duda, Nataliia Kunanets, Volodymyr Pasichnyk
- The use of neural networks for modeling the thermophysical characteristics of epoxy composites treated with electric spark water hammer 13-24
  Petro Stukhliak, Vasyl Martsenyuk, Oleg Totosko, Danulo Stukhlyak, Iryna Didych
- Estimation of accuracy, stiffness and stability of shell structures of mirror antennas using computer simulation 25-43
  Andrii Sverstiuk, Mykola Stashkiv, Andrii Remez, Mykola Poshyvak, Volodymyr Machohan
- Neural network method for identifying potential defects in complex dynamic objects 44-65
  Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov, Ruslan Yakovliev, Yevhen Volkanin
- Computer system for energy distribution in conditions of electricity shortage using artificial intelligence 66-75
  Andrii Voloshchuk, Diana Velychko, Halyna Osukhivska, Andriy Palamar
- Analyzing specifics of scalability laws for proper modeling of a system’s throughput 76-83
  Volodymyr Kuharsky, Dmytro Mykhalyk, Yuri Humen
- Development of an algorithm for identification of damage types on the surface of sheet metal 84-96
  Yurii Palianytsia, Iaroslav Lytvynenko, Abdellah Menou, Grigorii Shymchuk, Andrii Dubchak
- Machine Learning system for detecting malicious traffic generated by IoT devices 97-110
  Yurii Klots, Nataliia Petliak, Serhii Martsenko, Vitaliy Tymoshchuk, Ievgen Bondarenko
- Leveraging graphics tablet and JPen library to detect essential tremor 111-126
  Ivan Osiichuk, Vitaly Brevus, Dmytro Bishchak, Yaroslav Mashtaliar, Ivan Mudryk
- Demodulation of the simulated periodically non-stationary random signal with Hilbert transform 127-136
  Ihor Javorskyj, Roman Yuzefovych, Oleh Lychak, Pavlo Semenov, Roman Slyepko
- Robustness of AI algorithms for neurocomputer interfaces based on software and hardware technologies 137-149
  Ivan Stefanyshyn, Oleh Pastukh, Volodymyr Stefanyshyn, Ihor Baran, Igor Boyko
- Information technology to support the digital transformation of small and medium-sized businesses 150-165
  Lyubomyr Mosiy, Halyna Kozbur, Iryna Strutynska, Olha Mosiy, Vasyl Yatsyshyn
- Face anti-spoofing systems optimal threshold selection criteria 166-174
  Ostap Stets, Ihor Konovalenko, Tomasz Gancarczyk, Artur Mykytyshyn
- Generative AI and its impact on labor productivity and the Global Economy 175-186
  Mykhailo Rokosh, Mykola Pryimak, Nataliia Stadnyk
- Critical Flow Rerouting Based on Policy Gradient algorithm 187-198
  Qiong He, Caixiao Ouyang, Chunzhi Wang, Lingyu Yan
- Course contrastive recommendation algorithm based on hypergraph convolution 199-211
  Yanlie Zheng, Xueying Li, Qingxia Shen

### Session 1: Day 2

- Industry 4.0 technologies for smart households 212-222
  Dmytro Dmytriv, Oleksii Duda, Pavlo Dudkin, Andrii Kryskov, Olga Perenchuk
- Mathematical, algorithmic and software support for signals wavelet detection in electronic communications 223-234
  Liliia Khvostivska, Mykola Khvostivskyi, Iryna Dediv
- Understanding the Adam Optimization Algorithm in Machine Learning 235-248
  Oles Hospodarskyy, Vasyl Martsenyuk, Nataliia Kukharska, Andriy Hospodarskyy, Sofiia Sverstiuk
- Robotic Arm Concept for Surgery: Integrating of 3D Printing and IoT Technologies 249-260
  Pavlo Tymkiv, Aleksandra Kłos-Witkowska, Zhanna Babiak, Viktor Koshelyuk, Andriy Holovko
- Information system for detecting low-flying air targets and predicting support trajectory 261-269
  Mykhaylo Palamar, Mykhaylo Strembitskyi, Vitalii Batiuk, Andrii Chaikovskyi, Iryna Plavutska
- Аircraft automation principles as a basis for the use of information technologies 270-282
  Leonid Romaniuk, Marcin Bernas, Vitalii Kartashov, Ihor Chykhira, Halyna Tulaidan
- Structure and Regularities of Development Information and Intellectual Capital Taking Into Account Acceleration of Digital Transformations in Conditions Information Society 283-303
  Halyna Nahorniak, Andriy Sverstiuk, Liudmyla Maliuta, Viktor Khomyshyn, Katerina Hannouf
- Multi-sensor analysis of cognitive signals for neurological disorders and diseases 304-315
  Mykhaylo Petryk, Vitaly Brevus, Mykhaylo Bachynskyi, Andre Pierre Legrand, Mykola Zaiarnyi
- Development of Software for the Implementation of Automated Reserve Input Modes Operation 316-336
  Bohdan Orobchuk, Oleh Buniak, Ivan Sysak, Serhii Babiuk, Ihor Bodnarchuk, Vadym Koval
- Real-time air quality management: Integrating IoT and Fog computing for effective urban monitoring 337-357
  Andrii Stanko, Wojciech Wieczorek, Andrii Mykytyshyn, Oleksandr Holotenko, Taras Lechachenko
- Development of digital twin interface for Industry 4.0 production line 358-369
  Yuriy Skorenkyy, Viktor Voroshchuk, Tetiana Vitenko, Oleksandr Kramar
- Optimal Control Scheme for Signalized Intersection Based on Phase Stream Combination in Autonomous Driving Environment 370-377
  Zhihua Yu, Can Zhou, Wenbin Xiao
- A study on rapid identification of medical vector organisms based on improved transformer 378-388
  Yan Zhou, Jie Zhong, Xin Fang, Juan Huang, Lingyu Yan

2024-08-05: submitted by Andriy Sverstiuk, metadata incl. bibliographic data published under Creative Commons CC0
2024-08-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|