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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>May</journal-title>
      </journal-title-group>
      <issn pub-type="ppub">1613-0073</issn>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Computer Modeling and Intelligent Systems</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Proceedings of The Seventh International Workshop</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff10">10</xref>
          <xref ref-type="aff" rid="aff11">11</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
          <xref ref-type="aff" rid="aff5">5</xref>
          <xref ref-type="aff" rid="aff6">6</xref>
          <xref ref-type="aff" rid="aff7">7</xref>
          <xref ref-type="aff" rid="aff8">8</xref>
          <xref ref-type="aff" rid="aff9">9</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Dr. Alexei Sharpanskykh, Delft University of Technology</institution>
          ,
          <country country="NL">Netherlands</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Dr. Ivan Izonin, Lviv Polytechnic National University</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>National University "Zaporizhzhia Polytechnic"</institution>
          ,
          <addr-line>Zaporizhzhia</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Prof. Anatoliy Sachenko, Western-Ukrainean National University</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Prof. Andrii Oliinyk, National University "Zaporizhzhia Polytechnic"</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution>Prof. Elena Zaitseva, University of Zilina</institution>
          ,
          <addr-line>Slovak Republic</addr-line>
        </aff>
        <aff id="aff6">
          <label>6</label>
          <institution>Prof. Igor Korobiichuk, Warsaw University of Technology</institution>
          ,
          <country country="PL">Poland</country>
        </aff>
        <aff id="aff7">
          <label>7</label>
          <institution>Prof. Mykhailo Poliakov, National University "Zaporizhzhia Polytechnic"</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff8">
          <label>8</label>
          <institution>Prof. Nataliya Pankratova, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff9">
          <label>9</label>
          <institution>Prof. Natalya Shakhivska, Lviv Polytechnic National University</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff10">
          <label>10</label>
          <institution>Prof. Vitaly Levashenko, University of Zilina</institution>
          ,
          <addr-line>Slovak Republic</addr-line>
        </aff>
        <aff id="aff11">
          <label>11</label>
          <institution>Zaporizhzhia</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2024</year>
      </pub-date>
      <volume>3</volume>
      <issue>2024</issue>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>CEUR</p>
      <p>Subbotin S., (Ed.): The Seventh International Workshop on Computer Modeling
and Intelligent Systems (CMIS-2024). Zaporizhzhia, Ukraine, May 3, 2024,
CEUR-WS.org, online
This volume represents the proceedings of the Sixth International Workshop on
Computer Modeling and Intelligent Systems (CMIS-2024), held in Zaporizhzhia, Ukraine,
in May, 2024. It comprises 40 contributed papers that were carefully peer-reviewed and
selected from 60 submissions.</p>
      <p>Copyright © 2024 for the individual papers by the papers’ authors.</p>
      <p>Copying permitted only for private and academic purposes.</p>
      <p>This volume is published and copyrighted by its editors.
It is my pleasure to present you the proceedings of The Seventh International
Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), held in
Zaporizhzhia, Ukraine on 3 of May 2024.</p>
      <p>The CMIS workshop was held in 2024 for the seventh time at the National
University "Zaporizhzhia Polytechnic" (http://www.zp.edu.ua), which is the largest and
oldest regional center for science and higher education in the Zaporizhzhia region of
South-Eastern Ukraine.</p>
      <p>The main purpose of the CMIS-2024 workshop is a discussion of the recent
research results in all areas of Computer Sciences and Information Technologies.</p>
      <p>The workshop is soliciting literature review, survey and research papers including,
whilst not limited to, the following areas of interest:
– Artificial Intelligence;
– Computer Science Methods for Modeling;
– Info-Communication Technologies for Data Analysis and Applications for
Engineering, Medicine and Education.</p>
      <p>There CMIS-2024 workshop countries of PC members and authors of submitted
papers are: Azerbaijan, Germany, India, Israel, Kazakhstan, Kyrgyzstan, Morocco,
Netherlands, Pakistan, Poland, Portugal, Slovak Republic, Spain, Ukraine, United
States of America, and Uzbekistan. The number of countries of CMIS-2024 authors
and PC members is 16.</p>
      <p>The language of CMIS-2024 Workshop is English. The workshop took the form of
oral presentations of peer-reviewed regular papers. The video of presentations is
available at https://www.facebook.com/groups/cmis.workshop/.</p>
      <p>The CMIS-2024 Organizing Committee have received 60 paper submissions, out of
which 40 were accepted for presentation as a regular papers in the result of reviewing
process, where the editor, program committee members, external and peer reviewers
sought to ensure a high scientific level, as well as a high-quality presentation of the
selected papers. These papers were published in this volume of CMIS-2024 proceedings.</p>
      <p>The workshop would not have been possible without the support of many people.
I would like to thank the Workshop Program Committee Members, organization staff,
and external reviewers for their excellent and tireless work. I sincerely wish that all
attendees benefited scientifically from the workshop and wish them every success in
their research. It is the humble wish of the workshop organizers that the professional
dialogue among the researchers, scientists, and engineers continues beyond the event
and that the friendships and collaborations forged will linger and prosper for many
years to come.</p>
      <p>May, 2024</p>
    </sec>
    <sec id="sec-2">
      <title>Sergey Subbotin, Dr. Sc., Prof., CMIS-2024 PC Chair and Proceedings Editor Head of the Department of Software Tools, National University "Zaporizhzhia Polytechnic"</title>
      <sec id="sec-2-1">
        <title>Programme Committee</title>
        <p>Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine</p>
        <sec id="sec-2-1-1">
          <title>Chair</title>
        </sec>
        <sec id="sec-2-1-2">
          <title>Members</title>
          <p>Prof. Gustavo Alves, University of Porto, Portugal
http://www.zp.edu.ua
Department of Software Tools
of the National University "Zaporizhzhia Polytechnic",
Zaporizhzhia, Ukraine
http://pz.zntu.net</p>
        </sec>
      </sec>
      <sec id="sec-2-2">
        <title>Local Organizational Committee</title>
        <p>Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine
Ph.D Serhii Leoshchenko, National University "Zaporizhzhia Polytechnic", Ukraine
Eng Maksym Andreiev, National University "Zaporizhzhia Polytechnic", Ukraine
EU-ViMUk</p>
        <p>EuroPIM Virtual
Master School Ukraine
International project "Cross-domain competences
for healthy and safe work in the 21st
century"(WORK4CE) of Erasmus+ Programme
co-funded by the European Union (Ref. No.
619034</p>
        <p>EPP-1-2020-1-UA-EPPKA2-CBHE-JP)
International project "Virtual Master Cooperation
Data Science" (ViMaCs) of DAAD
International project "EuroPIM Virtual Master</p>
        <p>School Ukraine" (EU-ViMUk) of DAAD</p>
        <p>Name</p>
        <p>Email
Number
of reviews
4
4
4
4
4
4
4
1
1
4
4
4
4
4
4
4
4
4
1
4
4
4</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Moskalenko Vasiliovich Mykola Romanchuk Nataliia Zanko Nazarii Burak</title>
      <p>Nickolay Rudnichenko
Oksana Mulesa
Oleg Bisikalo
Oleh Pihnastyi
Oleh Vietrov
Oleksandr Zhukov
Oleksandra Bulgakova
Oleksii Vodka
Olena Naumchak
Olga Nechyporenko
Olga Oliynyk
Ruslan Yakovliev
Sergiy Prykhodko
Serhii Vladov
Tetiana Neskorodieva
Tetiana Vakaliuk
Tetyana Marusenkova
Valentyn Yanchuk
Valerii Dudykevych
Viacheslav Zosimov
Victor Krasnobayev
Victoria Vysotska
Vira Shendryk
Vladimir Vuchuzhanin
Volodymyr Polishchuk
v.moskalenko@cs.sumdu.edu.ua
romannik@ukr.net
zankon@i.ua
nazar.burak@ukr.net
nickolay.rud@gmail.com
Oksana.Mulesa@uzhnu.edu.ua
obisikalo@gmail.com
pihnastyi@gmail.com
o.vietrov@donnu.edu.ua
oleksanrei@gmail.com
sashabulgakova2@gmail.com
oleksii.vodka@gmail.com
olenanau@gmail.com
olne@ukr.net
oleinik_o@ukr.net
director.klk.hnuvs@gmail.com
sergiy.prykhodko@nuos.edu.ua
ser26101968@gmail.com
tvnesk1@gmail.com
tetianavakaliuk@gmail.com
tetyana.marus@gmail.com
v.yanchuk@gmail.com
valerii.b.dudykevych@lpnu.ua
zosimovvv@gmail.com
v.a.krasnobaev@gmail.com
victoria.a.vysotska@lpnu.ua
v.shendryk@cs.sumdu.edu.ua
icst_nuop@ukr.net
v.polishchuk87@gmail.com</p>
    </sec>
    <sec id="sec-4">
      <title>Volodymyr Rusyn</title>
      <p>Vyacheslav Moskalenko
Yaroslaw Dorogyy
Yuliia Parfenenko
Yuriy Lakh
rusyn_v@ukr.net
v.moskalenko@cs.sumdu.edu.ua
yaroslav.dorohyi@donntu.edu.ua
yuliya_p@cs.sumdu.edu.ua
yurii.v.lakh@lpnu.ua</p>
      <sec id="sec-4-1">
        <title>Sponsors</title>
      </sec>
    </sec>
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