{"id":5620,"date":"2025-11-28T12:43:01","date_gmt":"2025-11-28T11:43:01","guid":{"rendered":"https:\/\/inrameknes.info\/?p=5620"},"modified":"2025-11-28T12:44:29","modified_gmt":"2025-11-28T11:44:29","slug":"article-scientifique-linfluence-du-pretraitement-des-donnees-sur-les-performances-des-modeles-dapprentissage-automatique-pour-la-detection-de-la-falsification-du-miel-par-spectroscopie-ftir","status":"publish","type":"post","link":"https:\/\/inrameknes.info\/?p=5620","title":{"rendered":"Article scientifique : L&rsquo;influence du pr\u00e9traitement des donn\u00e9es sur les performances des mod\u00e8les d&rsquo;apprentissage automatique pour la d\u00e9tection de la falsification du miel par spectroscopie FTIR en moyen infrarouge."},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><a href=\"http:\/\/inrameknes.info\/wp-content\/uploads\/2024\/12\/Journal-of-Food-Composition.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"768\" src=\"http:\/\/inrameknes.info\/wp-content\/uploads\/2024\/12\/Journal-of-Food-Composition.jpg\" alt=\"\" class=\"wp-image-5160\" style=\"width:190px;height:auto\" srcset=\"https:\/\/inrameknes.info\/wp-content\/uploads\/2024\/12\/Journal-of-Food-Composition.jpg 576w, https:\/\/inrameknes.info\/wp-content\/uploads\/2024\/12\/Journal-of-Food-Composition-225x300.jpg 225w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/a><\/figure><\/div>\n\n\n<p><strong>Titre original<\/strong>&nbsp;: Preprocessing-Dependent Machine Learning Models Enhance Mid-FTIR Detection of Honey Adulteration.<\/p>\n\n\n\n<p><strong>Auteurs<\/strong>\u00a0: Lahcen Hssaini (1) &amp; Said En-nahli (2)<\/p>\n\n\n\n<p>1&nbsp;: INRA CRRA Mekn\u00e8s \u2013 2 : ENA Mekn\u00e8s.<\/p>\n\n\n\n<p><strong>Journal<\/strong>\u00a0: <a href=\"https:\/\/www.sciencedirect.com\/journal\/journal-of-food-composition-and-analysis\">Journal of Food Composition and Analysis<\/a>, 2025, DOI : 10.1016\/j.jfca.2025.108666.<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0889157525014826\">R\u00e9sum\u00e9 et texte int\u00e9gral<\/a><\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Titre original&nbsp;: Preprocessing-Dependent Machine Learning Models Enhance Mid-FTIR Detection of Honey Adulteration. Auteurs\u00a0: Lahcen Hssaini (1) &amp; Said En-nahli (2) 1&nbsp;: INRA CRRA Mekn\u00e8s \u2013 2 : ENA Mekn\u00e8s. Journal\u00a0: Journal of Food Composition and Analysis, 2025, DOI : 10.1016\/j.jfca.2025.108666. &hellip; <a href=\"https:\/\/inrameknes.info\/?p=5620\">Continuer la lecture <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[73,733,659,793],"class_list":["post-5620","post","type-post","status-publish","format-standard","hentry","category-articles-scientifiques","tag-article-scientifique","tag-hssaini-lahcen","tag-miel","tag-qualite"],"_links":{"self":[{"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5620","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5620"}],"version-history":[{"count":2,"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5620\/revisions"}],"predecessor-version":[{"id":5622,"href":"https:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5620\/revisions\/5622"}],"wp:attachment":[{"href":"https:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5620"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5620"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5620"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}