<?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-00707056</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="2026-05-18T08:25:58+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Kernel discriminant analysis and clustering with parsimonious Gaussian process models</title>
            <author role="aut">
              <persName>
                <forename type="first">Charles</forename>
                <surname>Bouveyron</surname>
              </persName>
              <email type="md5">87f0ed4ff6083a4f03fd03965220d968</email>
              <email type="domain">math.cnrs.fr</email>
              <idno type="idhal" notation="string">charles-bouveyron</idno>
              <idno type="idhal" notation="numeric">347</idno>
              <idno type="halauthorid" notation="string">19381-347</idno>
              <idno type="IDREF">https://www.idref.fr/112244785</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6956-4491</idno>
              <affiliation ref="#struct-92163"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Mathieu</forename>
                <surname>Fauvel</surname>
              </persName>
              <email type="md5">629bd7633462265bbfdb8e4b483702fa</email>
              <email type="domain">inrae.fr</email>
              <idno type="idhal" notation="string">mathieu-fauvel</idno>
              <idno type="idhal" notation="numeric">747895</idno>
              <idno type="halauthorid" notation="string">49775-747895</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-3304-6932</idno>
              <idno type="IDREF">https://www.idref.fr/129264245</idno>
              <affiliation ref="#struct-37920"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Stéphane</forename>
                <surname>Girard</surname>
              </persName>
              <email type="md5">dba6918401acf2fc78d97e3405b966e1</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">stephane-girard</idno>
              <idno type="idhal" notation="numeric">6170</idno>
              <idno type="halauthorid" notation="string">1048-6170</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0098-2369</idno>
              <idno type="IDREF">https://www.idref.fr/112225497</idno>
              <affiliation ref="#struct-44946"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Charles</forename>
                <surname>Bouveyron</surname>
              </persName>
              <email type="md5">87f0ed4ff6083a4f03fd03965220d968</email>
              <email type="domain">math.cnrs.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2012-06-11 21:35:52</date>
              <date type="whenModified">2025-10-31 08:58:02</date>
              <date type="whenReleased">2012-06-11 21:35:52</date>
              <date type="whenProduced">2012-06-26</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="110385">
                <persName>
                  <forename>Charles</forename>
                  <surname>Bouveyron</surname>
                </persName>
                <email type="md5">87f0ed4ff6083a4f03fd03965220d968</email>
                <email type="domain">math.cnrs.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-00707056</idno>
            <idno type="halUri">https://hal.science/hal-00707056</idno>
            <idno type="halBibtex">bouveyron:hal-00707056</idno>
            <idno type="halRefHtml">&lt;i&gt;OFSD 2012 - ICML workshop on Object, Functional and Structured Data: towards next generation kernel-based methods&lt;/i&gt;, Jun 2012, Edinburgh, United Kingdom</idno>
            <idno type="halRef">OFSD 2012 - ICML workshop on Object, Functional and Structured Data: towards next generation kernel-based methods, Jun 2012, Edinburgh, United Kingdom</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-PARIS1">Université Panthéon-Sorbonne - Paris I</idno>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</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-GRENOBLE1">Université Joseph Fourier - Grenoble I</idno>
            <idno type="stamp" n="UNIV-PMF_GRENOBLE">Université Pierre-Mendès-France - Grenoble II</idno>
            <idno type="stamp" n="ENSA-TOULOUSE">Ecole Nationale Supérieure Agronomique de Toulouse</idno>
            <idno type="stamp" n="INPG">Institut polytechnique de Grenoble</idno>
            <idno type="stamp" n="INRA">INRA - Institut national de la recherche agronomique</idno>
            <idno type="stamp" n="INRIA-RHA">INRIA Grenoble - Rhône-Alpes</idno>
            <idno type="stamp" n="SAMOS">Statistique Appliquée et MOdélisation Stochastique</idno>
            <idno type="stamp" n="INSMI">CNRS-INSMI - INstitut des Sciences Mathématiques et de leurs Interactions</idno>
            <idno type="stamp" n="SAMM" corresp="UNIV-PARIS1">Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne)</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="LJK">Laboratoire Jean Kuntzmann</idno>
            <idno type="stamp" n="LJK_PS" corresp="LJK">Département Probabilités et Statistiques</idno>
            <idno type="stamp" n="LJK_PS_MISTIS" corresp="LJK_PS">MISTIS</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="UGA-TEST-QUATER">UGA-TEST-QUATER</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="AGREENIUM">Archive ouverte en agrobiosciences</idno>
            <idno type="stamp" n="INRIA-RENGRE">INRIA-RENGRE</idno>
            <idno type="stamp" n="INRAE">Institut National de Recherche en Agriculture, Alimentation et Environnement</idno>
            <idno type="stamp" n="DYNAFOR">Dynamiques et Écologie des Paysages Agriforestiers</idno>
            <idno type="stamp" n="INRAEOCCITANIETOULOUSE" corresp="INRAE">INRAE Occitanie Toulouse</idno>
            <idno type="stamp" n="TOULOUSE-INP">Toulouse - INP</idno>
            <idno type="stamp" n="UT3-INP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="UT3-TOULOUSEINP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="DPT_ECODIV">Ecologie et biodiversité</idno>
            <idno type="stamp" n="TEST-UGA">TEST-UGA</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">Kernel discriminant analysis and clustering with parsimonious Gaussian process models</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Charles</forename>
                    <surname>Bouveyron</surname>
                  </persName>
                  <email type="md5">87f0ed4ff6083a4f03fd03965220d968</email>
                  <email type="domain">math.cnrs.fr</email>
                  <idno type="idhal" notation="string">charles-bouveyron</idno>
                  <idno type="idhal" notation="numeric">347</idno>
                  <idno type="halauthorid" notation="string">19381-347</idno>
                  <idno type="IDREF">https://www.idref.fr/112244785</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6956-4491</idno>
                  <affiliation ref="#struct-92163"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Mathieu</forename>
                    <surname>Fauvel</surname>
                  </persName>
                  <email type="md5">629bd7633462265bbfdb8e4b483702fa</email>
                  <email type="domain">inrae.fr</email>
                  <idno type="idhal" notation="string">mathieu-fauvel</idno>
                  <idno type="idhal" notation="numeric">747895</idno>
                  <idno type="halauthorid" notation="string">49775-747895</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-3304-6932</idno>
                  <idno type="IDREF">https://www.idref.fr/129264245</idno>
                  <affiliation ref="#struct-37920"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Stéphane</forename>
                    <surname>Girard</surname>
                  </persName>
                  <email type="md5">dba6918401acf2fc78d97e3405b966e1</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">stephane-girard</idno>
                  <idno type="idhal" notation="numeric">6170</idno>
                  <idno type="halauthorid" notation="string">1048-6170</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0098-2369</idno>
                  <idno type="IDREF">https://www.idref.fr/112225497</idno>
                  <affiliation ref="#struct-44946"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>OFSD 2012 - ICML workshop on Object, Functional and Structured Data: towards next generation kernel-based methods</title>
                  <date type="start">2012-06-26</date>
                  <settlement>Edinburgh</settlement>
                  <country key="GB">United Kingdom</country>
                </meeting>
                <imprint/>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="math.math-st">Mathematics [math]/Statistics [math.ST]</classCode>
              <classCode scheme="halDomain" n="stat.th">Statistics [stat]/Statistics Theory [stat.TH]</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>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-92163" status="VALID">
          <idno type="IdRef">193339390</idno>
          <idno type="RNSR">201019079Z</idno>
          <orgName>Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne)</orgName>
          <orgName type="acronym">SAMM</orgName>
          <date type="start">2010-01-01</date>
          <desc>
            <address>
              <addrLine>UR4543 SAMM - Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne)Centre Pierre Mendès France 90 Rue de Tolbiac - 75634 Paris Cedex 13</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://samm.univ-paris1.fr/</ref>
          </desc>
          <listRelation>
            <relation name="UR4543" active="#struct-7550" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-37920" status="OLD">
          <orgName>Dynamiques Forestières dans l'Espace Rural</orgName>
          <orgName type="acronym">DYNAFOR</orgName>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>24 Chemin de Borde-Rouge Auzeville CS 5262731326 Castanet Tolosan Cedex</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation name="UR1201" active="#struct-92114" type="direct"/>
            <relation active="#struct-301264" type="direct"/>
            <relation active="#struct-448187" type="direct"/>
            <relation active="#struct-443875" type="indirect"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-44946" status="OLD">
          <idno type="RNSR">200818259S</idno>
          <orgName>Modelling and Inference of Complex and Structured Stochastic Systems</orgName>
          <orgName type="acronym">MISTIS</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>Inria Grenoble - Rhône-Alpes 655 avenue de l'Europe - Montbonnot 38334 Saint Ismier Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/mistis</ref>
          </desc>
          <listRelation>
            <relation active="#struct-2497" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-24474" type="direct"/>
            <relation active="#struct-3886" type="indirect"/>
            <relation active="#struct-51016" type="indirect"/>
            <relation active="#struct-89889" type="direct"/>
            <relation name="UMR5224" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-7550" status="VALID">
          <idno type="IdRef">027361802</idno>
          <idno type="ISNI">000000012173743X</idno>
          <idno type="ROR">https://ror.org/002t25c44</idno>
          <orgName>Université Paris 1 Panthéon-Sorbonne</orgName>
          <orgName type="acronym">UP1</orgName>
          <desc>
            <address>
              <addrLine>12 place du Panthéon, 75231 Paris Cedex 05</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.pantheonsorbonne.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-92114" status="OLD">
          <idno type="ROR">https://ror.org/01x3gbx83</idno>
          <orgName>Institut National de la Recherche Agronomique</orgName>
          <orgName type="acronym">INRA</orgName>
          <date type="start">1946-05-18</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inra.fr</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-301264" status="VALID">
          <idno type="ISNI">0000 0001 2182 8729</idno>
          <idno type="ROR">https://ror.org/03d5w9863</idno>
          <orgName>École nationale supérieure agronomique de Toulouse</orgName>
          <orgName type="acronym">ENSAT, INP-ENSAT, AgroToulouse, INP-AgroToulouse</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.ensat.fr/fr/index.html</ref>
          </desc>
          <listRelation>
            <relation active="#struct-448187" type="direct"/>
            <relation active="#struct-443875" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-448187" status="VALID">
          <idno type="IdRef">026388820</idno>
          <idno type="ISNI">0000000121766169</idno>
          <idno type="ROR">https://ror.org/033p9g875</idno>
          <orgName>Institut National Polytechnique (Toulouse)</orgName>
          <orgName type="acronym">Toulouse INP</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.inp-toulouse.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-443875" status="VALID">
          <idno type="ROR">https://ror.org/017tgbk05</idno>
          <orgName>Communauté d'universités et établissements de Toulouse</orgName>
          <orgName type="acronym">Comue de Toulouse</orgName>
          <desc>
            <address>
              <addrLine>41 Allée Jules Guesde, 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-toulouse.fr/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-2497" status="VALID">
          <idno type="RNSR">199218244V</idno>
          <idno type="ROR">https://ror.org/00n8d6z93</idno>
          <orgName>Centre Inria de l'Université Grenoble Alpes</orgName>
          <desc>
            <address>
              <addrLine>Inovallée655 avenue de l'Europe38330 Montbonnot</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/grenoble</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-24474" status="OLD">
          <idno type="IdRef">184945011</idno>
          <idno type="ISNI">0000 0004 0383 676X</idno>
          <idno type="RNSR">200711891Z</idno>
          <idno type="ROR">https://ror.org/04ett5b41</idno>
          <orgName>Laboratoire Jean Kuntzmann</orgName>
          <orgName type="acronym">LJK</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>Bâtiment IMAG, CS 40700, F-38058 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://ljk.imag.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-3886" type="direct"/>
            <relation active="#struct-51016" type="direct"/>
            <relation active="#struct-89889" type="direct"/>
            <relation name="UMR5224" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-3886" status="OLD">
          <idno type="IdRef">02640432X</idno>
          <idno type="ROR">https://ror.org/02f7wz369</idno>
          <orgName>Université Pierre Mendès France - Grenoble 2</orgName>
          <orgName type="acronym">UPMF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 47 - 38040 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.upmf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-51016" status="OLD">
          <idno type="IdRef">026404796</idno>
          <idno type="ROR">https://ror.org/02aj0kh94</idno>
          <orgName>Université Joseph Fourier - Grenoble 1</orgName>
          <orgName type="acronym">UJF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 53 - 38041 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ujf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-89889" status="OLD">
          <idno type="IdRef">026388804</idno>
          <idno type="ROR">https://ror.org/05sbt2524</idno>
          <orgName>Institut polytechnique de Grenoble - Grenoble Institute of Technology</orgName>
          <orgName type="acronym">Grenoble INP</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.grenoble-inp.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>