MoMLeT 2025
Modern Machine Learning Technologies Workshop

Table of Contents

• Cover and Preface
  Summary: There were 60 papers submitted for peer-review to this Workshop. Out of these, 28 papers were accepted for this volume, 28 as regular papers and 0 as short papers.
  
  
• Real-time parking space monitoring system based on computer vision 1-11
  Svitlana Popereshnyak , Dmytro Chornobryvets
• An approach to combining forecasts when solving machine learning problems 12-24
  Peter Bidyuk , Irina Kalinina , Aleksandr Gozhyj , Victor Gozhyi , Sergii Shiyan
• Conscience conflict? Evaluating language models' moral understanding 25-38
  Asutosh Hota , Jussi P.P. Jokinen
• Optimizing file routing in EDI using the new naming principle 39-51
  Olha Yanholenko , Nataliia Khatsko , Andrii Kopp , Kyrylo Khatsko , Yevhenii Shebanov
• Modeling changes of opinions as transition probabilities within one- and two-level model "State-Probability of Action" 52-61
  Oleksiy Oletsky , Dmytro Peleshko , Vitalii Moholivskyi
• Exploring Yolo architecture for detection of Ukrainian car license plates in images 62-72
  Oleh Petryliak , Svitlana Kostenko , Lesia Dobuliak , Lyubomyr Chyrun
• Towards information technology for BPMN models quality assessment based on intelligence theory 73-85
  Olha Yanholenko , Andrii Kopp , Mykhailo Godlevskyi , Dmytro Orlovskyi , Nataliia Khatsko
• Transformer-based multilabel classification for identifying hidden psychological conditions in online posts 86-97
  Iurii Krak , Olexander Mazurets , Oleksandr Ovcharuk , Maryna Molchanova , Olexander Barmak , Larysa Azarova
• Algorithmic methods of constructing the space of parameter increments in automated control systems of energy processes 98-108
  Maria Yukhimchuk , Viacheslav Kovtun , Yurii Horchuk , Vladyslav Lesko
• Improving the efficiency of damaged buildings detection based on ASPP technologies 109-120
  Valerii Dymo , Aleksandr Gozhyj , Irina Kalinina
• Increasing the efficiency of decision-making in a decentralized autonomous organization in the warehousing sector 121-134
  Myroslav Komar , Andrii Taborovskyi , Ihor Maykiv , Serhii Hutsal , Dmytro Diuh
• Modeling and implementation of a secure freelance platform based on Ethereum smart contracts 135-145
  Svitlana Popereshnyak , Maksym Bielikov , Anton Bur
• Real-time adaptive cleaning of iot sensor data using machine learning noise classification and rule-based refinement 146-156
  Viktoriia Zhebka , Svitlana Shlyanchak , Svitlana Popereshnyak , Dmytro Nishchemenko
• Hypergraph structures for parallel integration of databases into CRM 157-166
  Oleksandr Tymchenko , Bohdana Havrysh , Orest Khamula , Volodymyr Chorniak
• Analytical evaluation of the performance of a highloaded 5G-IoT ecosystem functioning 167-184
  Viacheslav Kovtun , Oksana Kovtun , Maria Yukhimchuk
• Ontology control system in Neo4j 185-196
  Serhii Vladov , Anna Bakurova , Ivan Omelianenko , Ruslan Sirenko , Elina Tereschenko
• Automatic detection of Russia-Ukraine war euphemisms 197-207
  Iryna Dilai , Maksym Davydov , Anna Feldman , Olha Oleksyn , Svitlana Kohut , Olha Baranovska
• Intellectual analysis for Ukrainian refugees' number dynamics depending on attack frequency from russian federation 208-253
  Victoria Vysotska , Viktoriia Yakovlieva , Sofiia Ivaniv , Iryna Shakleina
• Phase shift measurement method based on a half-period converter with amplitude-time conversion in the development of modern weapon systems 254-267
  Zoriana Rybchak , Iryna Zavushchak , Sergey Tyshko , Maksym Herashchenko , Oleksandr Lavrut , Tetiana Lavrut , Serhii Kravchenko
• Detection and recognition of mines using magnetic field sensors and Kolmogorov-Arnold networks 268-281
  Roman Peleshchak , Vasyl Lytvyn , Ivan Peleshchak , Viacheslav Beltiukov , Danylo Chystyakov , Yaroslav Kis
• Integrating сonvolutional neural networks and autoencoders for skin lesion diagnosis 282-300
  Kateryna Bilyk , Olga Narushynskа , Petro Liashchynskyi , Vasyl Teslyuk
• Rule-based method for aligning media content with Ukrainian legislation 301-311
  Khrystyna Lipianina-Honcharenko , Ihor Ihnatiev , Hennadii Bohuta , Khrystyna Yurkiv , Stanislav Novosad
• Identification of unmanned aerial vehicles using RF fingerprinting and deep learning networks 312-326
  Yuriy Kondratenko , Ivan Sova , Oleksiy Kozlov , Vitalii Kuzmenko
• Towards complexity reduction of large-scale epidemic simulation in two-scale networks 327-336
  Yulian Kuryliak , Michael Emmerich
• Machine learning-driven UAV mapping for automated detection of nutritional deficiencies and diseases in wheat 337-346
  Maxim Ivanytskyi , Yuliya Averyanova , Nadiia Sauliak , Yevheniia Znakovska
• Augmented reality audiostream creation using CNN: boosting inclusion and safety for visually impaired people 347-361
  Olexander Mazurets , Olena Sobko , Rostyslav Dydo , Olha Zalutska , Maryna Molchanova
• Predicting forest fire : a new hybrid approach 362-371
  Houda El Bouhissi , Naima Illoul , Tetiana Hovorushchenko , Olga Pavlova
• Choosing the best location for a trip based on the TOPSIS method 372-399
  Oleh Veres , Pavlo Ilchuk , Olha Kots , Yurii Veres