Working paper Open Access
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nam##2200000uu#4500</leader> <datafield tag="041" ind1=" " ind2=" "> <subfield code="a">fra</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Deep Learning</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">sciences humaines et sociales</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">ISIDORE</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Apprentissage profond</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Classifieur de text</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">histoire</subfield> </datafield> <controlfield tag="005">20201223080224.0</controlfield> <datafield tag="500" ind1=" " ind2=" "> <subfield code="a">Jupyter notebook is available at https://gitlab.huma-num.fr/spouyllau/isidore-jupyter. An english version is available at https://doi.org/10.5281/zenodo.3994126</subfield> </datafield> <controlfield tag="001">3991994</controlfield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">361696</subfield> <subfield code="z">md5:47aa3679a18d7f3630ad9d834fddbb50</subfield> <subfield code="u">https://zenodo.org/record/3991994/files/ClassifieurKerasutilisantISIDORE-fr_V1.pdf</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-08-19</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">openaire</subfield> <subfield code="p">user-hn_lab</subfield> <subfield code="o">oai:zenodo.org:3991994</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">CNRS</subfield> <subfield code="0">(orcid)0000-0002-9619-1002</subfield> <subfield code="a">POUYLLAU, Stéphane</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">Classifieur de titres utilisant les données du moteur de recherche ISIDORE et l'API Keras</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-hn_lab</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="650" ind1="1" ind2=" "> <subfield code="a">Apprentissage profond</subfield> <subfield code="0">(url)https://data.bnf.fr/ark:/12148/cb17706295v</subfield> </datafield> <datafield tag="650" ind1="1" ind2=" "> <subfield code="a">Machine Learning</subfield> <subfield code="0">(url)http://id.loc.gov/authorities/subjects/sh85079324</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>Ce document pr&eacute;sente la cr&eacute;ation d&rsquo;un classifieur de texte permettant de pr&eacute;dire l&rsquo;ap- partenance disciplinaire de titres d&rsquo;ouvrages ou d&rsquo;articles en sciences humaines et sociales. Il met en &oelig;uvre ISIDORE et l&rsquo;API Keras pour l&rsquo;apprentissage profond (Deep Learning).</p></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isSupplementedBy</subfield> <subfield code="a">10.5281/zenodo.3994126</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">url</subfield> <subfield code="i">hasPart</subfield> <subfield code="a">https://gitlab.huma-num.fr/spouyllau/isidore-jupyter</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.3991993</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.3991994</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">publication</subfield> <subfield code="b">workingpaper</subfield> </datafield> </record>
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