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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">17</article-id>
      <article-id pub-id-type="doi">10.48612/jisp/4efx-dtmm-g1a9</article-id>
      <title-group>
        <article-title>Artificial neural networks in the navigation safety system of autonomous unmanned vessels</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Искусственные нейронные сети в системе обеспечения безопасности мореплавания автономных безэкипажных судов</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Milyakov</surname>
            <given-names>Denis</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>denis@inwin.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-6289-3295</contrib-id>
          <contrib-id contrib-id-type="scopus">57200960264</contrib-id>
          <name>
            <surname>Sikarev</surname>
            <given-names>Igor</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
          <email>sikarev@yandex.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Travin</surname>
            <given-names>Sergey</given-names>
          </name>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
      </contrib-group>
      <aff id="aff1">St. Petersburg branch of JSC KB NAVIS</aff>
      <aff id="aff2">Russian State Hydrometeorological University</aff>
      <aff id="aff3">Russian Geographical Society</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2023-06-08">
        <day>08</day>
        <month>06</month>
        <year>2023</year>
      </pub-date>
      <issue>2</issue>
      <fpage>191</fpage>
      <lpage>201</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://jisp.spbstu.ru/userfiles/files/2023_2.pdf"/>
      <abstract xml:lang="en">
        <p>The article reviews the use of artificial neural networks to ensure the navigational safety of navigation of an autonomous unmanned vessel</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>unmanned vessel</kwd>
        <kwd>navigation</kwd>
        <kwd>neural networks</kwd>
        <kwd>information theory</kwd>
        <kwd>modeling</kwd>
        <kwd>e-navigation</kwd>
        <kwd>navigation safety</kwd>
        <kwd>geoinformation</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
