| Vol-3842 urn:nbn:de:0074-3842-3 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).

# BAIT-2024
The 1st International Workshop on Bioinformatics and Applied Information Technologies 2024

### Proceedings of the 1st International Workshop on Bioinformatics and Applied Information Technologies (BAIT 2024)

### Zboriv, Ukraine, October 02-04, 2024.

Edited by

### Oleksandra Orobchuk *
Mykhaylo Petryk **

* Zboriv Professional College of Ternopil Ivan Puluj National Technical University, Cyclical commission of computer disciplines (Software Engineering), Zboriv, Ukraine
** Ternopil Ivan Puluj National Technical University, Faculty of Computer Information Systems and Software Engineering, Ternopil, Ukraine

## Table of Contents

- Preface
  Summary: There were 30 papers submitted for peer-review to this workshop. Out of these, 25 papers were accepted for this volume, 20 as regular papers and 5 as short papers.
- Committees
- Organizer and Partners

### Session 1: Day 1

- The controller synthesis automation using a dynamic mathematical model and genetic algorithms 1-18
  Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov, Oleksandr Muzychuk, Oleksii Kryshan
- A system for monitoring self-tests for COVID-19 using neural convolutional deep networks 19-24
  Mykhaylo Petryk, Oleksiy Tsebriy, Yurii Stoianov, Oksana Petryk, Oleh Pastukh
- Creating a web application for analyzing the investment attractiveness of medical drugs 25-42
  Taras Dubyniak, Aleksandra Kłos-Witkowska, Oleksandra Manziy, Stanislav Andreychuk, Tetiana Kukharchuk
- An Isolation Forest - based approach for brute force attack detection 43-54
  Olha Mykhaylova, Andriy Shtypka, Taras Fedynyshyn
- IOT-based electrocardiogram monitoring system as an element of access to better medical services 55-63
  Volodymyr Semchyshyn, Dmytro Mykhalyk
- Machine learning models and methods aspects of processing unstructured data 64-74
  Oleksandr Bryk, Ivan Mudryk, Mykhailo Holubovskyi, Yurii Stoianov
- Analytical analysis of approaches to assessing the quality of life in smart cities 75-91
  Andrii Sverstiuk, Lyubomyr Matiichuk, Uliana Polyvana, Andrii Stanko, Vyacheslav Nykytyuk
- Artificial Intelligence of Things (AIoT): Integration Challenges, and Security Issues 92-105
  Andrii Stanko, Oleksii Duda, Andrii Mykytyshyn, Oleg Totosko, Rostyslav Koroliuk
- Determination of heterogeneity of composite materials of shell structures by conductometric method 106-122
  Andrii Sverstiuk, Taras Dubyniak, Volodymyr Nevozhai, Andrii Remez, Mykola Poshyvak
- DBSCAN parallelization by spatial dataset division and hyperparameter adjustment 123-146
  Vadim Romanuke, Sergii Pavlov, Svitlana Yaremko, Artem Guralnyk, Olena Smetaniuk
- Automated monitoring of bee colony movement in the hive during winter season 147-156
  Rostyslav Koroliuk, Vyacheslav Nykytyuk, Vitaliy Tymoshchuk, Veronika Soyka, Dmytro Tymoshchuk
- Investigation of tribotechnical characteristics of epoxy composites using neural networks 157-170
  Petro Stukhliak, Oleg Totosko, Olena Vynokurova, Danulo Stukhlyak
- 3D laser scanning of the structure during reconstruction based on BIM technology 171-177
  Volodymyr Iasnii, Andrii Sorochak, Liliya Melnyk, Taras Hural
- Accuracy of software and hardware of computer systems for human-machine interaction 178-183
  Volodymyr Stefanyshyn, Ivan Stefanyshyn, Oleh Pastukh, Vasyl Yatsyshyn, Ihor Yakymenko
- Detection and classification of DDoS flooding attacks by machine learning method 184-195
  Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk

### Session 1: Day 2

- Medical Computer System for Diagnosing the State of Human Vessels 196-207
  Mykola Khvostivskyi, Liliia Khvostivska, Iryna Dediv, Ihor Yavorskyi, Serhii Uniiat
- Smart Prosthetics in Surgery: AI-Driven Tactile Feedback Using Piezoelectric Sensors 208-217
  Pavlo Tymkiv, Aleksandra Kłos-Witkowska, Oksana Bahrii-Zaiats, Serhii Kovalyk
- Intelligent system for diagnosing rotating electric machines 218-231
  Valerii Hraniak, Olexandr Romanyuk, Bohdan Tishkov, Valentyn Rohach
- Application of neural network platforms for text-based image generation 232-240
  Oleh Yasniy, Abdellah Menou, Andriy Mykytyshyn, Vitalii Kubashok, Iryna Didych
- Analysis of Business Structures Regarding the Level of Digital Maturity Using Data Mining Methods 241-257
  Iryna Strutynska, Halyna Kozbur, Olena Sorokivska, Lesia Dmytrotsa, Ihor Kozbur
- Method and algorithm for efficient cell balancing in the lithium-ion battery control system 258-267
  Volodymyr Voloskyi, Yurii Leshchyshyn, Nestor Romanyshyn, Andriy Palamar, Lev Tarasenko
- The concept of developing the structure of a highly functional bionic hand prosthesis based on IoT technologies 268-280
  Vasil Dozorskyi, Vasyl Martsenyuk, Oksana Dozorska, Leonid Dediv, Nataliya Klymuk
- Modified Funk SVD-Augmented Recommender Systems for Advancing Visual Data Processing in Industrial IoT 281-300
  Olena Hordiichuk-Bublivska, Halyna Beshley, Iryna Ivanochko, Mykola Beshley, Orest Kochan
- Attention Enhancement of YOLO for Vehicle Detection 301-314
  Caixiao Ouyang, Hu Jiwei, Youyuan She, Chunzhi Wang
- Traffic flow prediction model based on multi-scale pyramid space-time network 315-327
  Yanlie Zheng, Hu Jiwei, Xueying Li, Qingxia Shen, Chunzhi Wang

2024-11-11: submitted by Mykhaylo Petryk, metadata incl. bibliographic data published under Creative Commons CC0
2024-11-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|