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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>X (H. H. Yang);</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>intelligence systems⋆</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Harrison</string-name>
          <email>harrison.yang@oswego.edu</email>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anand</string-name>
          <email>anandc@mcmaster.ca</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gozhyj</string-name>
          <email>alex.gozhyj@gmail.com</email>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Batyrkhan Omarov</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Serhii Vladov</string-name>
          <email>serhii.vladov@univd.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>International Information Technology University</institution>
          ,
          <addr-line>Manas Street 34/1, 050040 Almaty</addr-line>
          ,
          <country country="KZ">Kazakhstan</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Kharkiv National University of Internal Affairs</institution>
          ,
          <addr-line>L. Landau Avenue 27, 61080 Kharkiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>McMaster University - Hamilton</institution>
          ,
          <addr-line>1280 Main Street West, Hamilton, L8S 4K1 Ontario</addr-line>
          ,
          <country country="CA">Canada</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Petro Mohyla Black Sea National University</institution>
          ,
          <addr-line>Building No. 1, Desantnikov Street 68, 10, 54000 Mykolaiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>State University of New York at Oswego</institution>
          ,
          <addr-line>7060 State Route 104, Oswego, 13126-3599 NY</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2026</year>
      </pub-date>
      <volume>0000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>This document is the preface to the International Scientific Workshop on Applied Information Technologies and Artificial Intelligence Systems (AIT&amp;AIS-2025), held on December 18-20, 2025, in Chernivtsi, Ukraine, at Yuriy Fedkovych Chernivtsi National University, in a hybrid (online/offline) format with English as the working language (https://kkn.chnu.edu.ua/en/aitais/about-aitais/). The AIT&amp;AIS Workshop aims to provide a forum for researchers and practitioners to present advances in applied information technologies and artificial-intelligence systems, spanning theory, methods, tools, and real-world applications.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Artificial intelligence</kwd>
        <kwd>applied information technologies</kwd>
        <kwd>machine learning</kwd>
        <kwd>deep learning</kwd>
        <kwd>neural networks</kwd>
        <kwd>big data analytics</kwd>
        <kwd>intelligent systems</kwd>
        <kwd>cybersecurity</kwd>
        <kwd>IoT</kwd>
        <kwd>ethics of AI</kwd>
        <kwd>AR/VR in intelligent systems</kwd>
        <kwd>smart network security</kwd>
        <kwd>computational intelligence in medicine</kwd>
        <kwd>1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>to) areas such as:
The Applied Information Technologies and Artificial Intelligence Systems Workshop unites the
community working at the intersection of applied IT and AI systems, from foundational models to
deployed intelligent solutions. The AIT&amp;AIS Workshop welcomes contributions in (but not limited









</p>
      <p>Computational intelligence and machine learning;
Deep learning and neural networks; big-data analytics;
Intelligent systems;
AI in cybersecurity;
IoT+AI integration;
AI ethics;
Methods and tools for managing innovative enterprises, smart homes, and cities;
Augmented and virtual reality in smart systems;
Security of intelligent networks;
Computational intelligence in medicine. These topics exemplify both the scientific diversity
of the field and its rapidly increasing impact on industry and society.</p>
      <p>The official language for the Applied Information Technologies and Artificial Intelligence
Systems Workshop is English.</p>
      <p>The format of AIT&amp;AIS-2025 is hybrid, allowing both onsite participation at Yuriy Fedkovych
Chernivtsi National University and remote presentation of peer-reviewed individual papers. All
articles go through double-blind peer review by external reviewers.</p>
      <p>This year, the Organizing Committee received 42 submissions, of which 25 were accepted for
presentation as regular papers. These papers and extended abstracts were published in the
proceedings of the 1st International Workshop on Applied Information Technologies and Artificial
Intelligence Systems (AIT&amp;AIS-2025).</p>
    </sec>
    <sec id="sec-2">
      <title>2. Acknowledgements</title>
      <p>We sincerely thank all authors for their submissions and for advancing the field of applied IT and
AI systems during the AIT&amp;AIS Workshop. We appreciate the Program Committee for their
thorough and timely reviews, along with their constructive suggestions, and the Organizing
Committee for their dedicated efforts in organizing a high-quality scientific program and ensuring
a smooth hybrid experience at Yuriy Fedkovych Chernivtsi National University. Lastly, we are
grateful to our speakers and participants — both onsite and online — for fostering a lively and open
scientific dialogue. We also thank the Chairs of the Applied Information Technologies and
Artificial Intelligence Systems Workshop, the Program Committee, and all reviewers for their
commitment to selecting quality papers and upholding high scientific standards.</p>
      <sec id="sec-2-1">
        <title>General Chair</title>
      </sec>
      <sec id="sec-2-2">
        <title>Co-Chair</title>
        <p>Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Zhengbing Hu, Hubei University of Technology, China</p>
        <p>Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-3">
        <title>Steering Committee</title>
        <p>Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Zhengbing Hu, Hubei University of Technology, China</p>
        <p>Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-4">
        <title>Program Chairs</title>
      </sec>
      <sec id="sec-2-5">
        <title>Proceedings Chair</title>
        <p>Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Viktor Ivashko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Zhengbing Hu, Hubei University of Technology, China</p>
        <p>Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-6">
        <title>Presentations Chair</title>
        <p>Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Serhii Vladov, Kharkiv National University of Internal Affairs, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Viktor Ivashko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Valentyna Dvorzhak, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-7">
        <title>Poster and Demo Chairs</title>
        <p>Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Valentyna Dvorzhak, Yuriy Fedkovych Chernivtsi National University, Ukraine
Viktor Ivashko, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-8">
        <title>IT Talks Chairs</title>
        <p>Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Mykhailo Horskyi, Yuriy Fedkovych Chernivtsi National University, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Mariia Talakh, Yuriy Fedkovych Chernivtsi National University, Ukraine
Valentyna Dvorzhak, Yuriy Fedkovych Chernivtsi National University, Ukraine
Viktor Ivashko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Artem Karachevtsev, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-9">
        <title>Local Organization Chairs</title>
        <p>Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Zhengbing Hu, Hubei University of Technology, China
Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Serhii Vladov, Kharkiv National University of Internal Affairs, Ukraine</p>
      </sec>
      <sec id="sec-2-10">
        <title>Publicity Chair</title>
      </sec>
      <sec id="sec-2-11">
        <title>Web Chair</title>
        <p>Yurii Ushenko, Yuriy Fedkovych Chernivtsi National University, Ukraine
Dmytro Uhryn, Yuriy Fedkovych Chernivtsi National University, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Valentyna Dvorzhak, Yuriy Fedkovych Chernivtsi National University, Ukraine
Yurii Tomka, Yuriy Fedkovych Chernivtsi National University, Ukraine
Valentyna Dvorzhak, Yuriy Fedkovych Chernivtsi National University, Ukraine
Artem Karachevtsev, Yuriy Fedkovych Chernivtsi National University, Ukraine</p>
      </sec>
      <sec id="sec-2-12">
        <title>Program Committees</title>
        <p>Abdel-Badeeh M. Salem, Ain Shams University, Egypt
Abir U. Igamberdiev, Memorial University of Newfoundland, Canada
Aleksandr Gozhyj, Petro Mohyla Black Sea National University, Ukraine
Andrii Berko, Lviv Polytechnic National University, Ukraine
Artem Boyarchuk, TalTech University, Estonia
Batyrkhan Omarov, International Information Technology University, Almaty, Kazakhstan
Christopher Kumar Anand, McMaster University – Hamilton, Canada
Elena Fimmel, Mannheim University of Applied Sciences, Germany
Elena Zaitseva, Zilina University, Slovakia
Haifeng Yang, Hokkaido University, Japan
Harrison Hao Yang, State University of New York at Oswego, USA
Irina Kalinina, Petro Mohyla Black Sea National University, Ukraine
Janusz Kacprzyk, Systems Research Institute, Poland
Jun Su, Hubei University of Technology, China
M. Rizwan Jameel Qureshi, King Abdulaziz University, Jeddah, Saudi Arabia
Mariya Nazarkevych, Ivan Franko National University of Lviv, Ukraine
Michael T.M. Emmerich, University of Jyvaskyla, Finland
Miroslav Kvassay, Zilina University, Slovakia
Oleksii Duda, Ternopil Ivan Puluj National Technical University, Ukraine
Oleksii K. Tyshchenko, University of Ostrava, Ostrava, Czech Republic
Oleg Savenko, Khmelnytskyi National University, Ukraine
Olexander Barmak, Khmelnytskyi National University, Ukraine
Serhii Lupenko, Opole University of Technology, Poland
Serhii Vladov, Kharkiv National University of Internal Affairs, Ukraine
Shynar Mussiraliyeva, Al-Farabi Kazakh National university, Almaty, Kazakhstan
Svetlana Antoshchuk, Odesа Polytechnic National University, Ukraine
Taras A. Maksymyuk, Lviv Polytechnic National University, Ukraine
Tetyana Hovorushchenko, Khmelnytskyi National University, Ukraine
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Vasyl Teslyuk, Lviv Polytechnic National University, Ukraine
Vitaly Levashenko, Zilina University, Slovakia
Yevhen Burov, Lviv Polytechnic National University, Ukraine</p>
        <p>Zhengbing Hu, Hubei University of Technology, China</p>
      </sec>
      <sec id="sec-2-13">
        <title>Local Organization Committee</title>
        <p>Andrii Dovhun, Chernivtsi National University, Ukraine
Artem Karachevtsev, Chernivtsi National University, Ukraine
Edgar Vatamanytsa, Chernivtsi National University, Ukraine
Igor Malyk, Chernivtsi National University, Ukraine
Iryna Sapsai, Borys Grinchenko Kyiv Metropolitan University, Ukraine
Mariia Talak, Chernivtsi National University, Ukraine
Mykhailo Horskyi, Chernivtsi National University, Ukraine
Myroslav Kovalchuk, Chernivtsi National University, Ukraine
Oleh Kaidyk, Lutsk National Technical University
Oleksandr Olar, Chernivtsi National University, Ukraine
Oksana Yatsko, Chernivtsi National University, Ukraine
Taras Terletskyi, Lutsk National Technical University, Ukraine
Valentyna Dvorzhak, Chernivtsi National University, Ukraine
Viktor Ivashko, Chernivtsi National University, Ukraine</p>
        <p>Yurii Tomka, Chernivtsi National University, Ukraine
Information partners</p>
        <p>Yuriy Fedkovych Chernivtsi National
University, Ukraine
https://www.chnu.edu.ua</p>
        <sec id="sec-2-13-1">
          <title>State University of New Oswego, USA https://ww1.oswego.edu/</title>
        </sec>
        <sec id="sec-2-13-2">
          <title>McMaster University – Canada https://www.mcmaster.ca</title>
        </sec>
        <sec id="sec-2-13-3">
          <title>York at</title>
        </sec>
        <sec id="sec-2-13-4">
          <title>Hamilton,</title>
          <p>Petro Mohyla Black Sea National
University, Ukraine
https://chmnu.edu.ua</p>
          <p>International Information Technology
University, Kazakhstan
https://iitu.edu.kz</p>
        </sec>
        <sec id="sec-2-13-5">
          <title>Kharkiv National Internal Affairs, Ukraine https://univd.edu.ua</title>
        </sec>
        <sec id="sec-2-13-6">
          <title>University of International Center for Computer Science and Artificial Intelligence,</title>
          <p>Ukraine</p>
          <p>https://kkn.chnu.edu.ua/en/iccsaieng/</p>
        </sec>
        <sec id="sec-2-13-7">
          <title>University of Oulu, Finland https://www.oulu.fi/en</title>
        </sec>
        <sec id="sec-2-13-8">
          <title>Aston University, UK https://www.aston.ac.uk/</title>
        </sec>
        <sec id="sec-2-13-9">
          <title>Weizmann Institute of Science, Israel https://www.weizmann.ac.il/pages/</title>
        </sec>
        <sec id="sec-2-13-10">
          <title>Lublin Poland https://pollub.pl/</title>
        </sec>
        <sec id="sec-2-13-11">
          <title>University</title>
        </sec>
        <sec id="sec-2-13-12">
          <title>Opole Poland https://po.edu.pl/</title>
        </sec>
        <sec id="sec-2-13-13">
          <title>University of</title>
        </sec>
        <sec id="sec-2-13-14">
          <title>Technology, of</title>
        </sec>
        <sec id="sec-2-13-15">
          <title>Technology,</title>
          <p>East Kazakhstan Technical University,
Kazakhstan
https://www.ektu.kz/</p>
        </sec>
        <sec id="sec-2-13-16">
          <title>Odesа Polytechnic University, Ukraine https://op.edu.ua/en</title>
        </sec>
        <sec id="sec-2-13-17">
          <title>National</title>
          <p>Lviv Polytechnic National University,
Ukraine
https://lpnu.ua/en</p>
        </sec>
        <sec id="sec-2-13-18">
          <title>LLC «KM Trade» https://km-trade.net/ Datawiz.io https://datawiz.io/en/</title>
        </sec>
      </sec>
    </sec>
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