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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "https://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xml:lang="ru">
  <front xmlns:xlink="http://www.w3.org/1999/xlink">
    <journal-meta>
      <journal-id journal-id-type="elibrary">9004</journal-id>
      <journal-title-group>
        <journal-title>Problems of information security. Computer systems</journal-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Проблемы информационной безопасности. Компьютерные системы</trans-title>
        </trans-title-group>
      </journal-title-group>
      <issn pub-type="epub">2071-8217</issn>
    </journal-meta>
    <article-meta xmlns:xlink="http://www.w3.org/1999/xlink">
      <article-id pub-id-type="publisher-id">4</article-id>
      <article-id pub-id-type="doi">10.48612/jisp/pbx4-zm55-zvem</article-id>
      <title-group>
        <article-title>CLUSTERING OF COMPUTER NETWORKS BASED ON THE BEE COLONY ALGORITHM</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Кластеризация сетевых структур на основе алгоритма пчелиной колонии</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Eremenko</surname>
            <given-names>Ilya</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>eremenko.is@edu.spbstu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fatin</surname>
            <given-names>Aleksander</given-names>
          </name>
          <email>sasha-fatin@mail.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-1345-1874</contrib-id>
          <name>
            <surname>Pavlenko</surname>
            <given-names>Evgeny</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>pavlenko_eyu@spbstu.ru</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">Peter the Great St. Petersburg Polytechnic University</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2022-12-26">
        <day>26</day>
        <month>12</month>
        <year>2022</year>
      </pub-date>
      <issue>4</issue>
      <fpage>35</fpage>
      <lpage>42</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://jisp.spbstu.ru/userfiles/files/2022_4_short.pdf"/>
      <abstract xml:lang="en">
        <p>The paper proposes a modification of the bee colony based network clustering method.
This modification is aimed at reducing the number of community partitions and reducing the
running time of the algorithm. Experimental studies on synthetic and real networks confirmed the
validity of the proposed modification of the algorithm</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>community detection</kwd>
        <kwd>network clustering</kwd>
        <kwd>bee colony</kwd>
        <kwd>modular form</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
