{"id":288,"date":"2024-02-01T16:28:00","date_gmt":"2024-02-01T15:28:00","guid":{"rendered":"https:\/\/metro1.edv.uniovi.es\/wordpress\/?p=288"},"modified":"2025-02-17T16:42:56","modified_gmt":"2025-02-17T15:42:56","slug":"modelo-inteligente-para-la-prediccion-de-la-tasa-deabandono-de-los-contratos-de-electricidad","status":"publish","type":"post","link":"https:\/\/metro1.edv.uniovi.es\/wordpress\/2024\/02\/01\/modelo-inteligente-para-la-prediccion-de-la-tasa-deabandono-de-los-contratos-de-electricidad\/","title":{"rendered":"Modelo inteligente para la predicci\u00f3n de la tasa deabandono de los contratos de electricidad"},"content":{"rendered":"\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:41% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"478\" height=\"640\" src=\"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-content\/uploads\/2025\/02\/Untitled-design-2.png\" alt=\"\" class=\"wp-image-290 size-full\" srcset=\"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-content\/uploads\/2025\/02\/Untitled-design-2.png 478w, https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-content\/uploads\/2025\/02\/Untitled-design-2-224x300.png 224w\" sizes=\"auto, (max-width: 478px) 100vw, 478px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p><strong>Marcos Ornia Luna<\/strong><\/p>\n\n\n\n<p><em>Anal\u00edtica de Datos e Inteligencia Artificial<\/em>, Gij\u00f3n<\/p>\n<\/div><\/div>\n\n\n\n<!--more-->\n\n\n\n<p>Mi pr\u00e1ctica con TotalEnergies consisti\u00f3 en el estudio y desarrollo de modelos predictivos de churn de los contratos de electricidad, aplicando t\u00e9cnicas de inteligencia artificial.<\/p>\n\n\n\n<p>Este proyecto busca optimizar los esfuerzos de retenci\u00f3n, mejorando tanto la experiencia del cliente como los resultados empresariales. Para ello se usaron distintos enfoques como regresi\u00f3n log\u00edstica, \u00e1rboles de decision, ensambles de modelos y t\u00e9cnicas de clusterizaci\u00f3n.<\/p>\n\n\n\n<p><a href=\"https:\/\/metro1.edv.uniovi.es\/CTE\/posters2024\/Poster_Marcos_Ornia.pdf\" data-type=\"link\" data-id=\"https:\/\/metro1.edv.uniovi.es\/CTE\/posters2024\/Poster_Total_Mario_Rabanal.pdf\">enlace al poster<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Marcos Ornia Luna Anal\u00edtica de Datos e Inteligencia Artificial, Gij\u00f3n<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[36,16,17,13,15],"class_list":["post-288","post","type-post","status-publish","format-standard","hentry","category-estudiantes","tag-36","tag-analitica-de-datos","tag-gijon","tag-ia","tag-practicas"],"_links":{"self":[{"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/posts\/288","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/comments?post=288"}],"version-history":[{"count":1,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/posts\/288\/revisions"}],"predecessor-version":[{"id":291,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/posts\/288\/revisions\/291"}],"wp:attachment":[{"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/media?parent=288"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/categories?post=288"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metro1.edv.uniovi.es\/wordpress\/wp-json\/wp\/v2\/tags?post=288"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}