<?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-01388209</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="2026-05-20T01:47:54+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Detect and Correct Abnormal Values in Uncertain Environment: Application to Demand Forecast</title>
            <author role="aut">
              <persName>
                <forename type="first">Eric</forename>
                <surname>Villeneuve</surname>
              </persName>
              <email type="md5">6d809e14504325384d60a6527e81d780</email>
              <email type="domain">estia.fr</email>
              <idno type="idhal" notation="string">eric-villeneuve</idno>
              <idno type="idhal" notation="numeric">16388</idno>
              <idno type="halauthorid" notation="string">48642-16388</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0273-2267</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?hl=fr&amp;user=rKD__70AAAAJ</idno>
              <idno type="IDREF">https://www.idref.fr/164630686</idno>
              <affiliation ref="#struct-103181"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Cédrick</forename>
                <surname>Béler</surname>
              </persName>
              <idno type="halauthorid">453925-0</idno>
              <affiliation ref="#struct-103181"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Laurent</forename>
                <surname>Geneste</surname>
              </persName>
              <email type="md5">b504d90a63d970e98ef8defcffc9fe0d</email>
              <email type="domain">enit.fr</email>
              <idno type="idhal" notation="numeric">941369</idno>
              <idno type="halauthorid" notation="string">221547-941369</idno>
              <idno type="IDREF">https://www.idref.fr/057725845</idno>
              <idno type="VIAF">https://viaf.org/viaf/173748269</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2547-482X</idno>
              <affiliation ref="#struct-103181"/>
            </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">2016-10-26 16:19:29</date>
              <date type="whenModified">2025-09-23 14:22:13</date>
              <date type="whenReleased">2016-10-27 14:21:37</date>
              <date type="whenProduced">2014-09-20</date>
              <date type="whenEndEmbargoed">2017-01-01</date>
              <ref type="file" target="https://inria.hal.science/hal-01388209v1/document">
                <date notBefore="2017-01-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-01388209v1/file/978-3-662-44739-0_9_Chapter.pdf" id="file-1388209-1468355">
                <date notBefore="2017-01-01"/>
              </ref>
              <ref type="externalLink" target="https://link.springer.com/content/pdf/10.1007%2F978-3-662-44739-0_9.pdf"/>
            </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-01388209</idno>
            <idno type="halUri">https://inria.hal.science/hal-01388209</idno>
            <idno type="halBibtex">villeneuve:hal-01388209</idno>
            <idno type="halRefHtml">&lt;i&gt;IFIP International Conference on Advances in Production Management Systems (APMS)&lt;/i&gt;, Sep 2014, Ajaccio, France. pp.67-75, &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-662-44739-0_9"&gt;&amp;#x27E8;10.1007/978-3-662-44739-0_9&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2014, Ajaccio, France. pp.67-75, &amp;#x27E8;10.1007/978-3-662-44739-0_9&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 - Attribution<ref corresp="#file-1388209-1468355"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="IFIP">IFIP - International Federation for Information Processing</idno>
            <idno type="stamp" n="IFIP-AICT" corresp="IFIP">IFIP Advances in Information and Communication Technology</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-APMS" corresp="IFIP">IFIP-APMS</idno>
            <idno type="stamp" n="IFIP-WG5-7" corresp="IFIP-WG">IFIP-WG5-7</idno>
            <idno type="stamp" n="IFIP-AICT-438" corresp="IFIP-AICT">Advances in Production Management Systems: Innovative and Knowledge-Based Production Management in a Global-Local World - Part I</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="LGP-ENIT">Laboratoire Génie de Production</idno>
          </seriesStmt>
          <notesStmt>
            <note type="commentary">Part 1: Knowledge Discovery and Sharing</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">Detect and Correct Abnormal Values in Uncertain Environment: Application to Demand Forecast</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Eric</forename>
                    <surname>Villeneuve</surname>
                  </persName>
                  <email type="md5">6d809e14504325384d60a6527e81d780</email>
                  <email type="domain">estia.fr</email>
                  <idno type="idhal" notation="string">eric-villeneuve</idno>
                  <idno type="idhal" notation="numeric">16388</idno>
                  <idno type="halauthorid" notation="string">48642-16388</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0273-2267</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?hl=fr&amp;user=rKD__70AAAAJ</idno>
                  <idno type="IDREF">https://www.idref.fr/164630686</idno>
                  <affiliation ref="#struct-103181"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Cédrick</forename>
                    <surname>Béler</surname>
                  </persName>
                  <idno type="halauthorid">453925-0</idno>
                  <affiliation ref="#struct-103181"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Laurent</forename>
                    <surname>Geneste</surname>
                  </persName>
                  <email type="md5">b504d90a63d970e98ef8defcffc9fe0d</email>
                  <email type="domain">enit.fr</email>
                  <idno type="idhal" notation="numeric">941369</idno>
                  <idno type="halauthorid" notation="string">221547-941369</idno>
                  <idno type="IDREF">https://www.idref.fr/057725845</idno>
                  <idno type="VIAF">https://viaf.org/viaf/173748269</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2547-482X</idno>
                  <affiliation ref="#struct-103181"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">IFIP Advances in Information and Communication Technology</title>
                <meeting>
                  <title>IFIP International Conference on Advances in Production Management Systems (APMS)</title>
                  <date type="start">2014-09-20</date>
                  <date type="end">2014-09-24</date>
                  <settlement>Ajaccio</settlement>
                  <country key="FR">France</country>
                </meeting>
                <editor>Bernard Grabot</editor>
                <editor>Bruno Vallespir</editor>
                <editor>Samuel Gomes</editor>
                <editor>Abdelaziz Bouras</editor>
                <editor>Dimitris Kiritsis</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Advances in Production Management Systems. Innovative and Knowledge-Based                    Production Management in a Global-Local World</biblScope>
                  <biblScope unit="volume">AICT-438</biblScope>
                  <biblScope unit="issue">Part I</biblScope>
                  <biblScope unit="pp">67-75</biblScope>
                  <date type="datePub">2014</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-662-44739-0_9</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Similarity measures</term>
                <term xml:lang="en">Combination rules</term>
                <term xml:lang="en">Possibility theory</term>
                <term xml:lang="en">Forecast</term>
              </keywords>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</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>This article presents the first results of a study which deals with the detection and the correction of abnormal values in data series intended to forecast demand. This work fits in the broader context of performance management for proximity retailers. Indeed, when this kind of point of sales (POS) is studied, sales volumes are often too small to be effectively exploited by statistical processing methods. It is therefore useful to consolidate the information with expertise and additional knowledge resulting from similar POS. It is also relevant to take into account the inherent uncertainty of such information. The proposal of this paper is a methodological contribution which uses consolidated knowledge to detect and correct abnormal values and to improve the quality of data used to implement forecast methods.</p>
            </abstract>
            <particDesc>
              <org type="consortium">TC 5</org>
              <org type="consortium">WG 5.7</org>
            </particDesc>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-103181" status="OLD">
          <orgName>Laboratoire Génie de Production</orgName>
          <orgName type="acronym">LGP</orgName>
          <date type="start">1989-01-01</date>
          <date type="end">2023-12-31</date>
          <desc>
            <address>
              <addrLine>47, avenue d'Azereix BP 1629 65016 Tarbes CEDEX</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-470192" type="direct"/>
            <relation active="#struct-448187" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
          </listRelation>
        </org>
        <org type="regrouplaboratory" xml:id="struct-470192" status="VALID">
          <orgName>Ecole Nationale d'Ingénieurs de Tarbes</orgName>
          <orgName type="acronym">ENIT</orgName>
          <date type="start">2016-11-02</date>
          <desc>
            <address>
              <addrLine>ENI de Tarbes47, avenue d'AzereixBP 1629 - 65016 Tarbes Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.enit.fr</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>
      </listOrg>
    </back>
  </text>
</TEI>