<?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-01172242</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="2026-05-03T07:47:42+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="fr">Un modèle de mixture de Modèles Génératifs pour les Documents Structurés Multimedia</title>
            <author role="aut">
              <persName>
                <forename type="first">Ludovic</forename>
                <surname>Denoyer</surname>
              </persName>
              <email type="md5">5a966f98d3670909f62ad2f0e0a0ec3f</email>
              <email type="domain">lip6.fr</email>
              <idno type="idhal" notation="string">ludovic-denoyer</idno>
              <idno type="idhal" notation="numeric">9178</idno>
              <idno type="halauthorid" notation="string">5171-9178</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-7348-788X</idno>
              <idno type="IDREF">https://www.idref.fr/089291255</idno>
              <affiliation ref="#struct-396897"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Patrick</forename>
                <surname>Gallinari</surname>
              </persName>
              <email type="md5">d928d788b4143b63dbc87c6175a152be</email>
              <email type="domain">sorbonne-universite.fr</email>
              <idno type="idhal" notation="string">patrick-gallinari</idno>
              <idno type="idhal" notation="numeric">751615</idno>
              <idno type="halauthorid" notation="string">1778-751615</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9060-9001</idno>
              <idno type="IDREF">https://www.idref.fr/070709076</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/CSF-2807-2022</idno>
              <idno type="VIAF">https://viaf.org/viaf/6686337</idno>
              <affiliation ref="#struct-396897"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Lip6</forename>
                <surname>Publications</surname>
              </persName>
              <email type="md5">48f930374cf1d03f2eafeaae16bb5814</email>
              <email type="domain">lip6.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2015-07-07 10:49:51</date>
              <date type="whenModified">2025-07-28 09:28:36</date>
              <date type="whenReleased">2015-07-07 10:49:51</date>
              <date type="whenProduced">2004</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="196566">
                <persName>
                  <forename>Lip6</forename>
                  <surname>Publications</surname>
                </persName>
                <email type="md5">48f930374cf1d03f2eafeaae16bb5814</email>
                <email type="domain">lip6.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01172242</idno>
            <idno type="halUri">https://hal.science/hal-01172242</idno>
            <idno type="halBibtex">denoyer:hal-01172242</idno>
            <idno type="halRefHtml">&lt;i&gt;Document numérique - Revue des sciences et technologies de l'information. Série Document numérique&lt;/i&gt;, 2004, 8 (3), pp.35-54</idno>
            <idno type="halRef">Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2004, 8 (3), pp.35-54</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UPMC" corresp="SORBONNE-UNIVERSITE">Université Pierre et Marie Curie</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="LIP6" corresp="SORBONNE-UNIVERSITE">Laboratoire d'Informatique de Paris 6</idno>
            <idno type="stamp" n="UPMC_POLE_1" corresp="UPMC">UPMC Pôle 1</idno>
            <idno type="stamp" n="SORBONNE-UNIVERSITE">Sorbonne Université</idno>
            <idno type="stamp" n="SU-SCIENCES" corresp="SORBONNE-UNIVERSITE">Faculté des Sciences de Sorbonne Université</idno>
            <idno type="stamp" n="ALLIANCE-SU"> Alliance Sorbonne Université</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="3">National</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="fr">Un modèle de mixture de Modèles Génératifs pour les Documents Structurés Multimedia</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Ludovic</forename>
                    <surname>Denoyer</surname>
                  </persName>
                  <email type="md5">5a966f98d3670909f62ad2f0e0a0ec3f</email>
                  <email type="domain">lip6.fr</email>
                  <idno type="idhal" notation="string">ludovic-denoyer</idno>
                  <idno type="idhal" notation="numeric">9178</idno>
                  <idno type="halauthorid" notation="string">5171-9178</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-7348-788X</idno>
                  <idno type="IDREF">https://www.idref.fr/089291255</idno>
                  <affiliation ref="#struct-396897"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Patrick</forename>
                    <surname>Gallinari</surname>
                  </persName>
                  <email type="md5">d928d788b4143b63dbc87c6175a152be</email>
                  <email type="domain">sorbonne-universite.fr</email>
                  <idno type="idhal" notation="string">patrick-gallinari</idno>
                  <idno type="idhal" notation="numeric">751615</idno>
                  <idno type="halauthorid" notation="string">1778-751615</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9060-9001</idno>
                  <idno type="IDREF">https://www.idref.fr/070709076</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/CSF-2807-2022</idno>
                  <idno type="VIAF">https://viaf.org/viaf/6686337</idno>
                  <affiliation ref="#struct-396897"/>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">65664</idno>
                <idno type="issn">1279-5127</idno>
                <idno type="eissn">1963-1014</idno>
                <title level="j">Document numérique - Revue des sciences et technologies de l'information. Série Document numérique</title>
                <imprint>
                  <publisher> Hermès</publisher>
                  <biblScope unit="volume">8</biblScope>
                  <biblScope unit="issue">3</biblScope>
                  <biblScope unit="pp">35-54</biblScope>
                  <date type="datePub">2004</date>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="fr">French</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="fr">
              <p>Nous présentons un modèle général permettant la classification supervisée de documents structurés multimédias. Nous proposons un modèle génératif basé sur les réseaux bayésiens afin de modéliser les documents de type XML ou HTML. Nous étudions une extension de ce modèle génératif en modèle discriminant à l'aide du formalisme des noyaux de Fisher. Enfin, nous testons notre modèle sur trois grands corpus de documents.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-396897" status="OLD">
          <orgName>Machine Learning and Information Retrieval</orgName>
          <orgName type="acronym">MALIRE</orgName>
          <date type="start">2004-01-01</date>
          <date type="end">2012-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-233" type="direct"/>
            <relation active="#struct-93591" type="indirect"/>
            <relation name="UMR7606" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-233" status="OLD">
          <idno type="RNSR">199712651U</idno>
          <idno type="ROR">https://ror.org/05krcen59</idno>
          <orgName>Laboratoire d'Informatique de Paris 6</orgName>
          <orgName type="acronym">LIP6</orgName>
          <date type="start">1997-01-01</date>
          <date type="end">2017-12-31</date>
          <desc>
            <address>
              <addrLine>4 Place JUSSIEU 75252 PARIS CEDEX 05</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.lip6.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-93591" type="direct"/>
            <relation name="UMR7606" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-93591" status="OLD">
          <idno type="ROR">https://ror.org/02en5vm52</idno>
          <orgName>Université Pierre et Marie Curie - Paris 6</orgName>
          <orgName type="acronym">UPMC</orgName>
          <date type="end">2017-12-31</date>
          <desc>
            <address>
              <addrLine>4 place Jussieu - 75005 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.upmc.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>