MoDaST 2024
Modern Data Science Technologies Workshop 2024

Table of Contents

• Cover and Preface
  Summary: There were 55 papers submitted for peer-review to Modern Data Science Technologies Workshop 2024. Out of these, 27 papers were accepted for this volume.
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• Optimal multifactorial planning of experiments based on the combinatorial configurations MCDM 1-12
  Volodymyr Riznyk, Roman Sydorenko
• Ensuring accuracy of personal data processed in blockchain systems 13-41
  Olexander Belej, Yulian Fedirko, Oleksandr Markelov
• Diagnostic method development when weapons characteristics measuring based on spectral analysis for signals phase shift determination 42-58
  Vasyl Lytvyn, Victoria Vysotska, Sergey Tyshko, Oleksandr Lavrut, Tetiana Lavrut, Mariia Nazarkevych
• Automatic smart subword segmentation for the reverse Ukrainian physical dictionary task 59-73
  Maksym Vakulenko, Vadym Slyusar
• An approach to modeling elections in bipartisan democracies on the base of the “state-probability of action” model 74-85
  Dmytro Dosyn, Oleksiy Oletsky
• Towards algorithmic and software solution for business process model analysis and correction 86-103
  Olha Yanholenko, Andrii Kopp, Dmytro Orlovskyi, Uliya Litvinova
• Fuzzy logic-based methodology for building access control systems based on fuzzy logic 104-120
  Vasyl Lytvyn, Anna Bakurova, Oleh Zaritskyi, Anatoliy Gritskevich, Pavlo Hrynchenko, Elina Tereschenko, Dmytro Shyrokorad
• Expert assessment of educational content in IT specialists training process 121-132
  Volodymyr Pasichnyk, Nataliia Kunanets, Valentyna Yunchyk, Maria Khomyak, Anatolii Fedonyuk, Yurii Knysh
• Computer linguistic system architecture for Ukrainian language content processing based on machine learning 133-181
  Victoria Vysotska
• Enhancing IoT and cyber-physical systems in industry 4.0 through on-premise large language models: real-time data processing, predictive maintenance, and autonomous decision-making 182-197
  Oksana Markova, Ivan Muzyka, Dennis Kuznetsov, Yurii Kumchenko, Anton Senko
• Evaluation of the quality and usefulness of information technologies for supporting medical decision-making based on civil law 198-218
  Tetiana Hovorushchenko, Houda El Bouhissi, Yelyzaveta Hnatchuk
• Method for detection of the modified DDoS cyber attacks on a web resource of an Information and Telecommunication Network based on the use of intelligent systems 219-235
  Svitlana Onyshchenko, Olena Haitan, Alina Yanko, Yurii Zdorenko, Oleksandr Rudenko
• Information system for real estate trading operations based on the data analysis 236-265
  Oleh Veres, Pavlo Ilchuk, Olha Kots
• Modern trends of communications in higher education: problems and prospects 266-281
  Roman Peleshchak, Andrii Khudyi, Ihor Matviy, Roman Miroshnyk, Iryna Bahlai, Lina Halaz
• Literary text mining using verb feature clustering 282-297
  Marianna Dilai, Iryna Dilai
• Vector data systems machine learning with combinatorial optimization 298-310
  Volodymyr Riznyk
• Synonymous variation of 'War' in the British national corpus using sketch engine: a linguistic analysis 311-327
  Zoriana Rybchak, Olha Kulyna
• Topological structure of Ukrainian tongue twisters based on speech sound analysis 328-339
  Tetiana Kovaliuk, Iryna Yurchuk, Olga Gurnik
• The role of public transport network optimization in reducing carbon emissions 340-364
  Yurii Matseliukh, Myroslava Bublyk, Andriy Bosak, Marta Naychuk-Khrushch
• Ontologically supported case-based reasoning for decision making in humanitarian response processes 365-382
  Olha Chala, Tetiana Bilova, Viktoriia Dyomina, Iryna Pobizhenko, Tetiana Domina
• Application of the analytical hierarchy process to evaluate hype AI technologies 383-395
  Dmytro Dosyn, Oleh Karyy, Ihor Novakivskyi, Maryana Gvozd, Yaroslav Kis, Nataliia Kara
• Semantic analysis methods usage for the implementation of systems of graphic objects content analysis 396-411
  Oleksandr Tymchenko, Orest Khamula, Bohdana Havrysh
• An intelligent system for speech analysis and control using customized criteria 412-426
  Zoriana Rybchak, Olha Kulyna, Leslav Kobyliukh
• Information technology for identifying disinformation sources and inauthentic chat users' behaviours based on machine learning 427-465
  Victoria Vysotska, Lyubomyr Chyrun, Sofia Chyrun, Ilia Holets
• Peculiarities of matching the text and sound components in the Ukrainian language system development 466-483
  Taras Basyuk, Andrii Vasyliuk
• Peculiarities of a symbol classification and recognition of expression structures system development 484-497
  Taras Basyuk, Andrii Vasyliuk
• Information technology for textual content author's gender and age determination based on machine learning 498-540
  Victoria Vysotska, Lyubomyr Chyrun, Sofia Chyrun, Mariia Soltys