<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-02060038</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-21T10:21:42+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks</title>
            <author role="aut">
              <persName>
                <forename type="first">Alireza</forename>
                <surname>Abdollahpouri</surname>
              </persName>
              <email type="md5">387f92d7620cf6c3df3fa65bcb3b5f5b</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="numeric">1043670</idno>
              <idno type="halauthorid" notation="string">1540437-1043670</idno>
              <affiliation ref="#struct-555031"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Shadi</forename>
                <surname>Rahimi</surname>
              </persName>
              <idno type="halauthorid">1540438-0</idno>
              <affiliation ref="#struct-555031"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Shahnaz</forename>
                <forename type="middle">Mohammadi</forename>
                <surname>Majd</surname>
              </persName>
              <idno type="halauthorid">1540439-0</idno>
              <affiliation ref="#struct-555032"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Chiman</forename>
                <surname>Salavati</surname>
              </persName>
              <idno type="halauthorid">1540440-0</idno>
              <affiliation ref="#struct-555031"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Hal</forename>
                <surname>Ifip</surname>
              </persName>
              <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
              <email type="domain">inria.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2019-03-07 10:36:12</date>
              <date type="whenModified">2025-02-04 10:44:02</date>
              <date type="whenReleased">2019-03-07 10:47:44</date>
              <date type="whenProduced">2018-08-27</date>
              <date type="whenEndEmbargoed">2021-01-01</date>
              <ref type="file" target="https://inria.hal.science/hal-02060038v1/document">
                <date notBefore="2021-01-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-02060038v1/file/472936_1_En_2_Chapter.pdf" id="file-2060038-2063912">
                <date notBefore="2021-01-01"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="200187">
                <persName>
                  <forename>Hal</forename>
                  <surname>Ifip</surname>
                </persName>
                <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
                <email type="domain">inria.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-02060038</idno>
            <idno type="halUri">https://inria.hal.science/hal-02060038</idno>
            <idno type="halBibtex">abdollahpouri:hal-02060038</idno>
            <idno type="halRefHtml">&lt;i&gt;2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)&lt;/i&gt;, Aug 2018, Hamburg, Germany. pp.11-27, &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-319-99740-7_2"&gt;&amp;#x27E8;10.1007/978-3-319-99740-7_2&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.11-27, &amp;#x27E8;10.1007/978-3-319-99740-7_2&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 - Attribution<ref corresp="#file-2060038-2063912"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="SHS">Sciences de l'Homme et de la Société</idno>
            <idno type="stamp" n="IFIP-LNCS" corresp="IFIP">IFIP - Lecture Notes in Computer Science</idno>
            <idno type="stamp" n="IFIP">IFIP - International Federation for Information Processing</idno>
            <idno type="stamp" n="IFIP-TC" corresp="IFIP">IFIP Technical Committees </idno>
            <idno type="stamp" n="IFIP-TC5" corresp="IFIP-TC">IFIP TC5: Information Technology Applications</idno>
            <idno type="stamp" n="IFIP-WG" corresp="IFIP">Working Groups</idno>
            <idno type="stamp" n="IFIP-TC12" corresp="IFIP-TC">TC12 - Artificial Intelligence</idno>
            <idno type="stamp" n="IFIP-TC8" corresp="IFIP-TC">IFIP-TC8: Information Systems</idno>
            <idno type="stamp" n="IFIP-WG8-4" corresp="IFIP-WG">WG8-4: E-Business: Multi-disciplinary research and practic</idno>
            <idno type="stamp" n="IFIP-WG8-9" corresp="IFIP-WG">WG8-9: Enterprise Information Systems</idno>
            <idno type="stamp" n="IFIP-CD-MAKE" corresp="IFIP-LNCS">International Cross-Domain Conference</idno>
            <idno type="stamp" n="IFIP-WG12-9" corresp="IFIP-WG">Computational Intelligence</idno>
            <idno type="stamp" n="IFIP-LNCS-11015" corresp="IFIP-LNCS">Machine Learning and Knowledge Extraction</idno>
          </seriesStmt>
          <notesStmt>
            <note type="commentary">Part 1: MAKE-Main Track</note>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Alireza</forename>
                    <surname>Abdollahpouri</surname>
                  </persName>
                  <email type="md5">387f92d7620cf6c3df3fa65bcb3b5f5b</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="numeric">1043670</idno>
                  <idno type="halauthorid" notation="string">1540437-1043670</idno>
                  <affiliation ref="#struct-555031"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Shadi</forename>
                    <surname>Rahimi</surname>
                  </persName>
                  <idno type="halauthorid">1540438-0</idno>
                  <affiliation ref="#struct-555031"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Shahnaz</forename>
                    <forename type="middle">Mohammadi</forename>
                    <surname>Majd</surname>
                  </persName>
                  <idno type="halauthorid">1540439-0</idno>
                  <affiliation ref="#struct-555032"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Chiman</forename>
                    <surname>Salavati</surname>
                  </persName>
                  <idno type="halauthorid">1540440-0</idno>
                  <affiliation ref="#struct-555031"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">Lecture Notes in Computer Science</title>
                <meeting>
                  <title>2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)</title>
                  <date type="start">2018-08-27</date>
                  <date type="end">2018-08-30</date>
                  <settlement>Hamburg</settlement>
                  <country key="DE">Germany</country>
                </meeting>
                <editor>Andreas Holzinger</editor>
                <editor>Peter Kieseberg</editor>
                <editor>A Min Tjoa</editor>
                <editor>Edgar Weippl</editor>
                <imprint>
                  <publisher>Springer International Publishing</publisher>
                  <biblScope unit="serie">Machine Learning and Knowledge Extraction</biblScope>
                  <biblScope unit="volume">LNCS-11015</biblScope>
                  <biblScope unit="pp">11-27</biblScope>
                  <date type="datePub">2018</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-319-99740-7_2</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Modularity</term>
                <term xml:lang="en">PSO</term>
                <term xml:lang="en">Complex network</term>
                <term xml:lang="en">Community detection</term>
              </keywords>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</classCode>
              <classCode scheme="halDomain" n="shs.info">Humanities and Social Sciences/Library and information sciences</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Community structure is an interesting feature of complex networks. In recent years, various methods were introduced to extract community structure of networks. In this study, a novel community detection method based on a modified version of particle swarm optimization, named PSO-Net is proposed. PSO-Net selects the modularity Q as the fitness function which is a suitable quality measure. Our innovation in PSO algorithm is changing the moving strategy of particles. Here, the particles take part in crossover operation with their personal bests and the global best. Then, in order to avoid falling into the local optimum, a mutation operation is performed. Experiments on synthetic and real-world networks confirm a significant improvement in terms of convergence speed with higher modularity in comparison with recent similar approaches.</p>
            </abstract>
            <particDesc>
              <org type="consortium">TC 5</org>
              <org type="consortium">TC 8</org>
              <org type="consortium">TC 12</org>
              <org type="consortium">WG 8.4</org>
              <org type="consortium">WG 8.9</org>
              <org type="consortium">WG 12.9</org>
            </particDesc>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-555031" status="VALID">
          <orgName>Department of Computer Engineering [Kurdistan]</orgName>
          <desc>
            <address>
              <addrLine>University of Kurdistan, Pasdaran St, Sanandaj, Kurdistan, Iran</addrLine>
              <country key="IR"/>
            </address>
            <ref type="url">https://en.uok.ac.ir/EN/Faculties/EngineeringFaculty.aspx</ref>
          </desc>
          <listRelation>
            <relation active="#struct-539364" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-555032" status="VALID">
          <orgName>Islamic Azad University</orgName>
          <desc>
            <address>
              <addrLine>Sanandaj Branch, Pasdaran Blvd. Sanandaj, Kurdistan, Iran</addrLine>
              <country key="IR"/>
            </address>
            <ref type="url">http://www.iausdj.ac.ir/En/home/index</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-539364" status="VALID">
          <idno type="ROR">https://ror.org/04k89yk85</idno>
          <orgName>University of Kurdistan [Sanandaj - Iran]</orgName>
          <orgName type="acronym">UOK</orgName>
          <date type="start">1991-01-01</date>
          <desc>
            <address>
              <addrLine>Pasdaran St, Sanandaj, Kurdistan, Iran</addrLine>
              <country key="IR"/>
            </address>
            <ref type="url">https://en.uok.ac.ir/EN.aspx</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>