<?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-02885825</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="2026-05-20T22:55:07+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Possibilistic Estimation of Distributions to Leverage Sparse Data in Machine Learning</title>
            <author role="aut">
              <persName>
                <forename type="first">Andrea G. B.</forename>
                <surname>Tettamanzi</surname>
              </persName>
              <email type="md5">5339dabafc9d4c5c3b9a4760701f908c</email>
              <email type="domain">unice.fr</email>
              <idno type="idhal" notation="string">andrea-g-b-tettamanzi</idno>
              <idno type="idhal" notation="numeric">3981</idno>
              <idno type="halauthorid" notation="string">19733-3981</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-8877-4654</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=_UEWjDoAAAAJ&amp;hl=fr&amp;oi=ao</idno>
              <idno type="IDREF">https://www.idref.fr/072248807</idno>
              <affiliation ref="#struct-178918"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">David</forename>
                <surname>Emsellem</surname>
              </persName>
              <idno type="halauthorid">444553-0</idno>
              <orgName ref="#struct-571282"/>
              <affiliation ref="#struct-571282"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Célia</forename>
                <surname>da Costa Pereira</surname>
              </persName>
              <email type="md5">80528e59c442110652c2c3609e201931</email>
              <email type="domain">unice.fr</email>
              <idno type="idhal" notation="string">celia-da-costa-pereira</idno>
              <idno type="idhal" notation="numeric">8874</idno>
              <idno type="halauthorid" notation="string">27310-8874</idno>
              <idno type="IDREF">https://www.idref.fr/204083907</idno>
              <orgName ref="#struct-117617"/>
              <affiliation ref="#struct-452156"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Alessandro</forename>
                <surname>Venerandi</surname>
              </persName>
              <email type="md5">50d4a5ef026cf7f961e5f2a5166587f2</email>
              <email type="domain">univ-cotedazur.fr</email>
              <idno type="idhal" notation="string">alessandro-venerandi</idno>
              <idno type="idhal" notation="numeric">183789</idno>
              <idno type="halauthorid" notation="string">46566-183789</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4887-0120</idno>
              <affiliation ref="#struct-87217"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Giovanni</forename>
                <surname>Fusco</surname>
              </persName>
              <email type="md5">c6d78ab14acaa6ef4666e78d1a94e96a</email>
              <email type="domain">unice.fr</email>
              <idno type="idhal" notation="string">giovanni-fusco</idno>
              <idno type="idhal" notation="numeric">11181</idno>
              <idno type="halauthorid" notation="string">3929-11181</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6171-5486</idno>
              <idno type="IDREF">https://www.idref.fr/077188705</idno>
              <affiliation ref="#struct-87217"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Andrea G. B.</forename>
                <surname>Tettamanzi</surname>
              </persName>
              <email type="md5">5339dabafc9d4c5c3b9a4760701f908c</email>
              <email type="domain">unice.fr</email>
            </editor>
            <funder ref="#projanr-50864"/>
            <funder ref="#projanr-50589"/>
            <funder>IDEX “UCA JEDI”, AAP Partenariat 2016 (action 6.5)</funder>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2020-07-01 09:22:46</date>
              <date type="whenWritten">2020</date>
              <date type="whenModified">2026-03-28 16:36:19</date>
              <date type="whenReleased">2020-07-01 14:55:20</date>
              <date type="whenProduced">2020-06-05</date>
              <date type="whenEndEmbargoed">2020-07-01</date>
              <ref type="file" target="https://hal.science/hal-02885825v1/document">
                <date notBefore="2020-07-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-02885825v1/file/TettamanziEtAl-cr.pdf" id="file-2885825-2538186">
                <date notBefore="2020-07-01"/>
              </ref>
              <ref type="externalLink" target="https://link.springer.com/content/pdf/10.1007%2F978-3-030-50146-4_32.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="188560">
                <persName>
                  <forename>Andrea G. B.</forename>
                  <surname>Tettamanzi</surname>
                </persName>
                <email type="md5">5339dabafc9d4c5c3b9a4760701f908c</email>
                <email type="domain">unice.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-02885825</idno>
            <idno type="halUri">https://hal.science/hal-02885825</idno>
            <idno type="halBibtex">tettamanzi:hal-02885825</idno>
            <idno type="halRefHtml">Marie-Jeanne Lesot; Susana M. Vieira; Marek Z. Reformat; João Paulo Carvalho; Anna Wilbik; Bernadette Bouchon-Meunier; Ronald R. Yager. &lt;i&gt;Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2020.&lt;/i&gt;, &lt;a target="_blank" href="https://ipmu2020.inesc-id.pt/"&gt;Springer&lt;/a&gt;, pp.431-444, 2020, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part I, 978-3-030-50145-7. &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-030-50146-4_32"&gt;&amp;#x27E8;10.1007/978-3-030-50146-4_32&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">Marie-Jeanne Lesot; Susana M. Vieira; Marek Z. Reformat; João Paulo Carvalho; Anna Wilbik; Bernadette Bouchon-Meunier; Ronald R. Yager. Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2020., Springer, pp.431-444, 2020, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part I, 978-3-030-50145-7. &amp;#x27E8;10.1007/978-3-030-50146-4_32&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-2885825-2538186"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNICE">Université Nice Sophia Antipolis</idno>
            <idno type="stamp" n="UNIV-AVIGNON">Université d'Avignon</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="UNIV-AMU">Aix Marseille Université</idno>
            <idno type="stamp" n="INRIA-SOPHIA">INRIA Sophia Antipolis - Méditerranée</idno>
            <idno type="stamp" n="ESPACE">Études des structures, des processus d'adaptation et des changements des espaces</idno>
            <idno type="stamp" n="I3S">Laboratoire d'Informatique, Signaux et Systèmes de Sophia-Antipolis</idno>
            <idno type="stamp" n="INRIASO">INRIA-SOPHIA</idno>
            <idno type="stamp" n="ESPACE_NICE" corresp="UNICE">NICE</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="WIMMICS">WIMMICS: Web-Instrumented huMan-Machine Interactions, Communities, and Semantics</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="UNIV-COTEDAZUR">Université Côte d'Azur</idno>
            <idno type="stamp" n="IDEX-UNIV-COTEDAZUR">IDEX Université Côte d'Azur</idno>
            <idno type="stamp" n="TEST-HALCNRS">Collection test HAL CNRS</idno>
            <idno type="stamp" n="PNRIA">Programme National de Recherche en IA</idno>
            <idno type="stamp" n="3IA-COTEDAZUR">3IA Côte d’Azur – Interdisciplinary Institute for Artificial Intelligence</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="MEMO-SHS">Méditerranée en tensions, Monde en recomposition</idno>
            <idno type="stamp" n="ANR-IA-19" corresp="ANR-IA">ANR-IA-19</idno>
            <idno type="stamp" n="ANR-IA">ANR-IA</idno>
            <idno type="stamp" n="TEST-NICE">test nice</idno>
            <idno type="stamp" n="CNRS-SECTION-42">CNRS Sciences humaines &amp; sociales – section 42 : Espaces, territoires, sociétés</idno>
          </seriesStmt>
          <notesStmt>
            <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="0">No</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Possibilistic Estimation of Distributions to Leverage Sparse Data in Machine Learning</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Andrea G. B.</forename>
                    <surname>Tettamanzi</surname>
                  </persName>
                  <email type="md5">5339dabafc9d4c5c3b9a4760701f908c</email>
                  <email type="domain">unice.fr</email>
                  <idno type="idhal" notation="string">andrea-g-b-tettamanzi</idno>
                  <idno type="idhal" notation="numeric">3981</idno>
                  <idno type="halauthorid" notation="string">19733-3981</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-8877-4654</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=_UEWjDoAAAAJ&amp;hl=fr&amp;oi=ao</idno>
                  <idno type="IDREF">https://www.idref.fr/072248807</idno>
                  <affiliation ref="#struct-178918"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">David</forename>
                    <surname>Emsellem</surname>
                  </persName>
                  <idno type="halauthorid">444553-0</idno>
                  <orgName ref="#struct-571282"/>
                  <affiliation ref="#struct-571282"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Célia</forename>
                    <surname>da Costa Pereira</surname>
                  </persName>
                  <email type="md5">80528e59c442110652c2c3609e201931</email>
                  <email type="domain">unice.fr</email>
                  <idno type="idhal" notation="string">celia-da-costa-pereira</idno>
                  <idno type="idhal" notation="numeric">8874</idno>
                  <idno type="halauthorid" notation="string">27310-8874</idno>
                  <idno type="IDREF">https://www.idref.fr/204083907</idno>
                  <orgName ref="#struct-117617"/>
                  <affiliation ref="#struct-452156"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Alessandro</forename>
                    <surname>Venerandi</surname>
                  </persName>
                  <email type="md5">50d4a5ef026cf7f961e5f2a5166587f2</email>
                  <email type="domain">univ-cotedazur.fr</email>
                  <idno type="idhal" notation="string">alessandro-venerandi</idno>
                  <idno type="idhal" notation="numeric">183789</idno>
                  <idno type="halauthorid" notation="string">46566-183789</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4887-0120</idno>
                  <affiliation ref="#struct-87217"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Giovanni</forename>
                    <surname>Fusco</surname>
                  </persName>
                  <email type="md5">c6d78ab14acaa6ef4666e78d1a94e96a</email>
                  <email type="domain">unice.fr</email>
                  <idno type="idhal" notation="string">giovanni-fusco</idno>
                  <idno type="idhal" notation="numeric">11181</idno>
                  <idno type="halauthorid" notation="string">3929-11181</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6171-5486</idno>
                  <idno type="IDREF">https://www.idref.fr/077188705</idno>
                  <affiliation ref="#struct-87217"/>
                </author>
              </analytic>
              <monogr>
                <idno type="isbn">978-3-030-50145-7</idno>
                <title level="m">Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2020.</title>
                <meeting>
                  <title>IPMU 2020 - 18th International Conference Information Processing and Management of Uncertainty in Knowledge-Based Systems</title>
                  <date type="start">2020-06-15</date>
                  <date type="end">2020-06-19</date>
                  <settlement>Lisbon</settlement>
                  <country key="PT">Portugal</country>
                </meeting>
                <editor>Marie-Jeanne Lesot</editor>
                <editor>Susana M. Vieira</editor>
                <editor>Marek Z. Reformat</editor>
                <editor>João Paulo Carvalho</editor>
                <editor>Anna Wilbik</editor>
                <editor>Bernadette Bouchon-Meunier</editor>
                <editor>Ronald R. Yager</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part I</biblScope>
                  <biblScope unit="pp">431-444</biblScope>
                  <date type="datePub">2020-06-05</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-030-50146-4_32</idno>
              <ref type="publisher">https://ipmu2020.inesc-id.pt/</ref>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Weakly Supervised Learning</term>
                <term xml:lang="en">Machine Learning</term>
                <term xml:lang="en">Possibility Theory</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-ai">Computer Science [cs]/Artificial Intelligence [cs.AI]</classCode>
              <classCode scheme="halTypology" n="COUV">Book sections</classCode>
              <classCode scheme="halOldTypology" n="COUV">Book sections</classCode>
              <classCode scheme="halTreeTypology" n="COUV">Book sections</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Prompted by an application in the area of human geography using machine learning to study housing market valuation based on the urban form, we propose a method based on possibility theory to deal with sparse data, which can be combined with any machine learning method to approach weakly supervised learning problems. More specifically, the solution we propose constructs a possibilistic loss function to account for an uncertain supervisory signal. Although the proposal is illustrated on a specific application, its basic principles are general. The proposed method is then empirically validated on real-world data.</p>
            </abstract>
            <particDesc>
              <org type="consortium">UCA JEDI</org>
            </particDesc>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-178918" status="VALID">
          <idno type="RNSR">201221031M</idno>
          <idno type="ROR">https://ror.org/04hsaft65</idno>
          <orgName>Web-Instrumented huMan-Machine Interactions, Communities and Semantics</orgName>
          <orgName type="acronym">WIMMICS</orgName>
          <date type="start">2013-07-01</date>
          <date type="end">2029-04-30</date>
          <desc>
            <address>
              <addrLine>2004 route des lucioles06902 Sophia Antipolis</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://wimmics.inria.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-34586" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-452156" type="direct"/>
            <relation active="#struct-13009" type="indirect"/>
            <relation active="#struct-117617" type="indirect"/>
            <relation name="UMR7271" active="#struct-441569" type="indirect"/>
            <relation active="#struct-1039632" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-571282" status="VALID">
          <orgName>K-City Labs - Kinaxia Group</orgName>
          <desc>
            <address>
              <addrLine>06560 Valbonne</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.kinaxia.fr</ref>
          </desc>
        </org>
        <org type="department" xml:id="struct-452156" status="VALID">
          <orgName>Scalable and Pervasive softwARe and Knowledge Systems</orgName>
          <orgName type="acronym">Laboratoire I3S - SPARKS</orgName>
          <date type="start">2016-03-03</date>
          <desc>
            <address>
              <addrLine>Laboratoire I3SCS 4012106903 Sophia Antipolis Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.i3s.unice.fr/sparks</ref>
          </desc>
          <listRelation>
            <relation active="#struct-13009" type="direct"/>
            <relation active="#struct-117617" type="indirect"/>
            <relation name="UMR7271" active="#struct-441569" type="indirect"/>
            <relation active="#struct-1039632" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-87217" status="VALID">
          <idno type="IdRef">182401367</idno>
          <idno type="ISNI">0000000090681030</idno>
          <idno type="RNSR">201220240C</idno>
          <idno type="ROR">052cnt662</idno>
          <orgName>Études des Structures, des Processus d’Adaptation et des Changements de l’Espace</orgName>
          <orgName type="acronym">ESPACE</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>Case 41 74 rue Louis Pasteur 84029 Avignon Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.umrespace.org</ref>
          </desc>
          <listRelation>
            <relation active="#struct-117617" type="direct"/>
            <relation active="#struct-195507" type="direct"/>
            <relation name="UMR7300" active="#struct-198056" type="direct"/>
            <relation name="UMR7300" active="#struct-441569" type="direct"/>
            <relation name="UMR7300" active="#struct-1039632" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-34586" status="VALID">
          <idno type="RNSR">198318250R</idno>
          <idno type="ROR">https://ror.org/01nzkaw91</idno>
          <orgName>Centre Inria d'Université Côte d'Azur</orgName>
          <desc>
            <address>
              <addrLine>2004 route des Lucioles BP 93 06902 Sophia Antipolis</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/sophia/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-13009" status="VALID">
          <idno type="IdRef">050320491</idno>
          <idno type="ISNI">0000000105613840</idno>
          <idno type="RNSR">201220432L</idno>
          <idno type="ROR">https://ror.org/01215r597</idno>
          <orgName>Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis</orgName>
          <orgName type="acronym">I3S</orgName>
          <desc>
            <address>
              <addrLine>2000, route des Lucioles - Les Algorithmes - bât. Euclide B 06900 Sophia Antipolis</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.i3s.unice.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-117617" type="direct"/>
            <relation name="UMR7271" active="#struct-441569" type="direct"/>
            <relation active="#struct-1039632" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-117617" status="VALID">
          <idno type="IdRef">026403498</idno>
          <idno type="ISNI">0000000123372892</idno>
          <idno type="ROR">https://ror.org/02k9vew78</idno>
          <orgName>Université Nice Sophia Antipolis (1965 - 2019)</orgName>
          <orgName type="acronym">UNS</orgName>
          <date type="start">1965-10-23</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>Parc Valrose, 06100 Nice</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://unice.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>
        <org type="regroupinstitution" xml:id="struct-1039632" status="VALID">
          <idno type="IdRef">241035694</idno>
          <idno type="ROR">https://ror.org/019tgvf94</idno>
          <orgName>Université Côte d'Azur</orgName>
          <orgName type="acronym">UniCA</orgName>
          <date type="start">2020-01-01</date>
          <desc>
            <address>
              <addrLine>Parc Valrose, 28, avenue Valrose 06108 Nice Cedex 2</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://univ-cotedazur.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-195507" status="VALID">
          <idno type="ROR">https://ror.org/00mfpxb84</idno>
          <orgName>Avignon Université</orgName>
          <orgName type="acronym">AU</orgName>
          <desc>
            <address>
              <addrLine>74 rue Louis Pasteur - 84 029 Avignon cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-avignon.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-198056" status="VALID">
          <idno type="IdRef">15863621X</idno>
          <idno type="ISNI">0000 0001 2176 4817</idno>
          <idno type="ROR">https://ror.org/035xkbk20</idno>
          <orgName>Aix Marseille Université</orgName>
          <orgName type="acronym">AMU</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>Aix-Marseille UniversitéJardins du Pharo58 Boulevard Charles Livon13284 Marseille cedex 7</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-amu.fr/</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-50864" status="VALID">
          <idno type="anr">ANR-15-IDEX-0001</idno>
          <orgName>UCA JEDI</orgName>
          <desc>Idex UCA JEDI</desc>
          <date type="start">2015</date>
        </org>
        <org type="anrProject" xml:id="projanr-50589" status="VALID">
          <idno type="anr">ANR-19-P3IA-0002</idno>
          <orgName>3IA@cote d'azur</orgName>
          <desc>3IA Côte d'Azur</desc>
          <date type="start">2019</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>