{"id":144,"date":"2017-04-04T09:12:15","date_gmt":"2017-04-04T07:12:15","guid":{"rendered":"https:\/\/developpement.lif.univ-mrs.fr\/?p=144"},"modified":"2018-11-15T13:34:21","modified_gmt":"2018-11-15T12:34:21","slug":"mumbo","status":"publish","type":"post","link":"https:\/\/developpement.lis-lab.fr\/?p=144","title":{"rendered":"multimodalboost"},"content":{"rendered":"<p>L&rsquo;algorithme <strong>MuMBo<\/strong> est un algorithme d&rsquo;apprentissage multivue propos\u00e9 par Sokol Ko\u00e7o et <a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~cecile.capponi\/doku.php\">C\u00e9cile Capponi<\/a> de l&rsquo;<a href=\"http:\/\/www.lif.univ-mrs.fr\/recherche\/equipes\/4\/presentation\">\u00e9Quipe AppRentissage et MultimediA<\/a> (QARMA) dans la publication <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-00596885v1\"><em>A boosting approach to multiview classification with cooperation<\/em><\/a> et la th\u00e8se <a href=\"http:\/\/www.theses.fr\/2013AIXM4101\"><em>Tackling the uneven views problem with cooperation based ensemble learning methods<\/em><\/a>.<\/p>\n<p>La cellule d\u00e9veloppement technologique s\u2019est appuy\u00e9 sur ces publications et les prototypes existants pour d\u00e9velopper une impl\u00e9mentation finalis\u00e9e et optimis\u00e9e de l\u2019algorithme MuMBo en Python et permettre sa large diffusion. Elle sera bient\u00f4t diffus\u00e9e sous la forme d&rsquo;un paquet Python nomm\u00e9 <strong>multimodalboost<\/strong> disponible sous licence LGPLv3.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-145 aligncenter\" src=\"https:\/\/developpement.lif.univ-mrs.fr\/wp-content\/uploads\/2017\/04\/mumbo-300x207.png\" alt=\"\" width=\"532\" height=\"367\" srcset=\"https:\/\/developpement.lis-lab.fr\/wp-content\/uploads\/2017\/04\/mumbo-300x207.png 300w, https:\/\/developpement.lis-lab.fr\/wp-content\/uploads\/2017\/04\/mumbo-768x531.png 768w, https:\/\/developpement.lis-lab.fr\/wp-content\/uploads\/2017\/04\/mumbo-1024x708.png 1024w, https:\/\/developpement.lis-lab.fr\/wp-content\/uploads\/2017\/04\/mumbo-660x456.png 660w, https:\/\/developpement.lis-lab.fr\/wp-content\/uploads\/2017\/04\/mumbo.png 1392w\" sizes=\"auto, (max-width: 532px) 100vw, 532px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L&rsquo;algorithme MuMBo est un algorithme d&rsquo;apprentissage multivue propos\u00e9 par Sokol Ko\u00e7o et C\u00e9cile Capponi de l&rsquo;\u00e9Quipe AppRentissage et MultimediA (QARMA) dans la publication A boosting approach to multiview classification with cooperation et la th\u00e8se Tackling the uneven views problem with cooperation based ensemble learning methods. La cellule d\u00e9veloppement technologique s\u2019est appuy\u00e9 sur ces publications et\u2026 <span class=\"read-more\"><a href=\"https:\/\/developpement.lis-lab.fr\/?p=144\">Lire la suite &raquo;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[24,22,10],"class_list":["post-144","post","type-post","status-publish","format-standard","hentry","category-projets-passes","tag-apprentissage","tag-mumbo","tag-python"],"_links":{"self":[{"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=144"}],"version-history":[{"count":7,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/144\/revisions"}],"predecessor-version":[{"id":205,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/144\/revisions\/205"}],"wp:attachment":[{"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/developpement.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}