{"id":5549,"date":"2025-09-09T18:33:21","date_gmt":"2025-09-09T17:33:21","guid":{"rendered":"https:\/\/inrameknes.info\/?p=5549"},"modified":"2025-09-09T18:33:21","modified_gmt":"2025-09-09T17:33:21","slug":"article-scientifique-prediction-de-la-qualite-de-lhuile-dolive-par-machine-learning-ml-evaluation-comparative-des-strategies-de-pretraitement-ftmir-couplees-aux-modeles-rf-et-x","status":"publish","type":"post","link":"http:\/\/inrameknes.info\/?p=5549","title":{"rendered":"Article scientifique : Pr\u00e9diction de la qualit\u00e9 de l\u2019huile d\u2019olive par machine learning (ML) : \u00e9valuation comparative des strat\u00e9gies de pr\u00e9traitement FTMIR coupl\u00e9es aux mod\u00e8les RF et XGBoost en validation multi-\u00e9tapes."},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><a href=\"http:\/\/inrameknes.info\/wp-content\/uploads\/2025\/06\/Measurement-food.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"768\" src=\"http:\/\/inrameknes.info\/wp-content\/uploads\/2025\/06\/Measurement-food.jpg\" alt=\"\" class=\"wp-image-5460\" style=\"width:199px;height:auto\" srcset=\"http:\/\/inrameknes.info\/wp-content\/uploads\/2025\/06\/Measurement-food.jpg 576w, http:\/\/inrameknes.info\/wp-content\/uploads\/2025\/06\/Measurement-food-225x300.jpg 225w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/a><\/figure><\/div>\n\n\n<p><strong>Titre original\u00a0<\/strong>: ML-driven olive oil quality prediction: Comparative evaluation of FTMIR data preprocessing techniques using RF and XGBoost models in multi-stage validation.<\/p>\n\n\n\n<p><strong>Auteur\u00a0<\/strong>: Lahcen Hssaini (INRA CRRA Mekn\u00e8s).<\/p>\n\n\n\n<p><strong>Journal\u00a0<\/strong>: <a href=\"https:\/\/www.sciencedirect.com\/journal\/measurement-food\">Measurement: Food<\/a>, Vol. 19, 2025. DOI : 10.1016\/j.meafoo.2025.100249.<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S277227592500036X?via%3Dihub\">R\u00e9sum\u00e9 &amp; texte int\u00e9gral<\/a><\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Titre original\u00a0: ML-driven olive oil quality prediction: Comparative evaluation of FTMIR data preprocessing techniques using RF and XGBoost models in multi-stage validation. Auteur\u00a0: Lahcen Hssaini (INRA CRRA Mekn\u00e8s). Journal\u00a0: Measurement: Food, Vol. 19, 2025. DOI : 10.1016\/j.meafoo.2025.100249. R\u00e9sum\u00e9 &amp; texte &hellip; <a href=\"http:\/\/inrameknes.info\/?p=5549\">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":[73,733,322,793],"class_list":["post-5549","post","type-post","status-publish","format-standard","hentry","category-articles-scientifiques","tag-article-scientifique","tag-hssaini-lahcen","tag-huile-dolive","tag-qualite"],"_links":{"self":[{"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5549","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5549"}],"version-history":[{"count":2,"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5549\/revisions"}],"predecessor-version":[{"id":5551,"href":"http:\/\/inrameknes.info\/index.php?rest_route=\/wp\/v2\/posts\/5549\/revisions\/5551"}],"wp:attachment":[{"href":"http:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5549"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5549"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/inrameknes.info\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5549"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}