IT&I-WS 2024: ISS

Table of Contents

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• Extending Monolingual Asymmetric Semantic Search Models For Multilingual Query Processing Using Knowledge Distillation 1-10 PDF
  Iryna Yurchuk, Danylo Boiko
• TaxoRankConstruct: A Novel Rank-based Iterative Approach To Taxonomy Construction With Large Language Models 11-27 PDF
  Danylo Dvoichenkov, Oleksandr Marchenko
• Ellipsoidal Distribution-free Set 28-37 PDF
  Dmitriy Klyushin, Andrii Tymoshenko
• Method For Detecting Propaganda Objects Using Deep Learning Neural Network Models With Visual Analytic 38-50 PDF
  Olexander Barmak, Iurii Krak, Olexander Mazurets, Maryna Molchanova, Olha Zalutska
• Application Of A Nine-Variate Prediction Ellipsoid for Normalized Data and Machine Learning Algorithms for Keystroke Dynamics Recognition 51-64 PDF
  Sergiy Prykhodko, Artem Trukhov
• Method of Assessing Investment Risks Based on Fuzzy Modeling of the Net Present Value of Innovative Projects 65-74 PDF
  Yuri Samokhvalov, Bohdan Zhuravel
• Leveraging Artificial Intelligence and Large Language Models for Fake Content Detection in Digital Media 75-92 PDF
  Andriy Matviychuk, Oleksii Hostryk, Tetiana Kmytiuk, Vasily Derbentsev, Vitalii Bezkorovainyi
• An Intelligent System For Analyzing The Dependence Of A Chess Player's Rating On Inaccurate Moves 93-102 PDF
  Andriy Dudnik, Olga Leshchenko, Oleksandr Makhovych, Ihor Kolisnyk, Yurii Moroz
• Mathematical Model and Approaches to Quantitative Analysis of Metadata of Scientific Articles 103-119 PDF
  Vitaliy Snytyuk, Nataliia Tmienova, Oleksii Ivanchenko, Hrygorii Hnatiienko, Yevhen Patkin
• Stateful Cluster Leader Failover Models and Methods Based on Replica State Discovery Protocol 120-140 PDF
  Serhii Toliupa, Maksym Kotov, Serhii Buchyk, Juliy Boiko, Serhii Shtanenko
• Critical Infrastructure Objects Protection with Focused Radiation in the Terahertz Frequency Band 141-157 PDF
  Volodymyr Saiko, Volodymyr Nakonechnyi, Oleksandr Pliushch, Mykola Brailovskyi, Andrii Kulko
• A New Extended Strategy of Processing of Statistical Testing Results 158-167 PDF
  Mariia Rodinko, Lyudmila Kovalchuk, Hanna Nelasa, Oleksii Bespalov
• Study of The Adaptive Method of Approximation of Experimental Data 168-178 PDF
  Oleksandr Laptiev, Volodymyr Pichkur, Yuriy Shcheblanin, Dmytro Cherniy, Vladimir Matvienko
• Improving The Method of Detecting Insider Attacks on the Organization's Information Resources 179-189 PDF
  Roman Vozniak, Oleksandr Sampir, Vitaliy Savchenko, Valeriia Savchenko
• Enhancing Intrusion Detection in Organizational Information Systems Through AI-Powered Traffic Analysis 190-203 PDF
  Valentyn Sobchuk, Halyna Haidur, Yevhen Smoliev, Serhii Gakhov
• Quantitative Analysis of Propagandistic Narratives in Large Text Corpses Using Machine Learning Methods 204-212 PDF
  Iryna Vergunova, Yaroslav Tereshchenko, Illia Dagil