{"id":33178,"date":"2026-05-20T16:25:22","date_gmt":"2026-05-20T20:25:22","guid":{"rendered":"https:\/\/www.apolinav.cl\/?p=33178"},"modified":"2026-05-20T16:25:22","modified_gmt":"2026-05-20T20:25:22","slug":"oficial-de-la-armada-destaca-en-el-ambito-cientifico-internacional-con-publicacion-en-prestigiosa-revista-del-grupo-nature","status":"publish","type":"post","link":"https:\/\/www.apolinav.cl\/index.php\/oficial-de-la-armada-destaca-en-el-ambito-cientifico-internacional-con-publicacion-en-prestigiosa-revista-del-grupo-nature\/","title":{"rendered":"Oficial de la Armada destaca en el \u00e1mbito cient\u00edfico internacional con publicaci\u00f3n en prestigiosa revista del grupo &#8220;Nature&#8221;"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif; color: black;\">La investigaci\u00f3n de vanguardia y la innovaci\u00f3n tecnol\u00f3gica alcanzan un nuevo hito para la Instituci\u00f3n. El Capit\u00e1n de Fragata Andr\u00e9s Catal\u00e1n de dotaci\u00f3n de la Direcci\u00f3n de Programas, Investigaci\u00f3n y Desarrollo de la Armada (DIPRIDA) y con afiliaci\u00f3n cient\u00edfica a la Academia Polit\u00e9cnica Naval (APOLINAV) y en colaboraci\u00f3n con el Instituto de Ingenier\u00eda Matem\u00e1tica y Computacional de la Pontificia Universidad Cat\u00f3lica de Chile, ha logrado la aceptaci\u00f3n de su art\u00edculo de investigaci\u00f3n en la prestigiosa revista\u00a0<\/span><i><span style=\"color: black;\">cient\u00edfica\u00a0&#8220;Scientific Reports&#8221;, perteneciente al grupo\u00a0Nature Portfolio.<\/span><\/i><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif; color: black;\">El estudio, titulado\u00a0<\/span><i><span style=\"color: black;\">&#8220;Interpretable sentiment-aware transformer-based model for individual log anomaly detection in distributed systems using word-level explanations&#8221;<\/span><\/i><span style=\"font-family: 'Arial',sans-serif; color: black;\">, aborda una problem\u00e1tica cr\u00edtica para la seguridad digital: la detecci\u00f3n autom\u00e1tica de fallas o ataques en sistemas computacionales complejos.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif; color: black;\">Mediante el uso de Inteligencia Artificial avanzada, basada en modelos Transformer y t\u00e9cnicas de explicabilidad (SHAP), el CF Catal\u00e1n y su equipo desarrollaron un sistema capaz de detectar anomal\u00edas en registros de operaci\u00f3n y, por primera vez desde que se tiene conocimiento, reconstruir las explicaciones generadas por un modelo de inteligencia artificial basado en redes neuronales profundas, desde el nivel de tokens hacia unidades de interpretaci\u00f3n humana. Este avance permite al operador humano comprender, en su propio lenguaje t\u00e9cnico, qu\u00e9 t\u00e9rmino o expresi\u00f3n incidi\u00f3 en una determinada alerta, fortaleciendo la ciberseguridad, la confianza en las decisiones automatizadas y la eficiencia operativa..<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif; color: black;\">Con este tipo de hitos, la Academia Polit\u00e9cnica Naval se encamina firmemente a convertirse en un\u00a0referente en investigaci\u00f3n dentro de las instituciones de educaci\u00f3n superior de las Fuerzas Armadas de Orden y Seguridad, liderando la integraci\u00f3n entre la formaci\u00f3n profesional t\u00e9cnica y la investigaci\u00f3n cient\u00edfica de alto nivel. Este trabajo no solo fortalece el prestigio institucional, sino que gu\u00eda el desarrollo de futuras l\u00edneas de investigaci\u00f3n que posicionan a la Academia a la vanguardia de la investigaci\u00f3n acad\u00e9mica en las Fuerzas Armadas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<style id=\"bwg-style-0\">    #bwg_container1_0 #bwg_container2_0 .bwg-container-0.bwg-standard-thumbnails {      width: 904px;              justify-content: center;        margin:0 auto !important;              background-color: rgba(255, 255, 255, 0.00);            padding-left: 4px;      padding-top: 4px;      max-width: 100%;            }        #bwg_container1_0 #bwg_container2_0 .bwg-container-0.bwg-standard-thumbnails .bwg-item {    justify-content: flex-start;      max-width: 180px;            width: 180px !important;          }    #bwg_container1_0 #bwg_container2_0 .bwg-container-0.bwg-standard-thumbnails .bwg-item a {       margin-right: 4px;       margin-bottom: 4px;    }    #bwg_container1_0 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El Capit\u00e1n de Fragata Andr\u00e9s Catal\u00e1n de dotaci\u00f3n de la Direcci\u00f3n de Programas, Investigaci\u00f3n y Desarrollo de la Armada (DIPRIDA) y con afiliaci\u00f3n cient\u00edfica a la Academia Polit\u00e9cnica Naval (APOLINAV) y en colaboraci\u00f3n con el Instituto de Ingenier\u00eda Matem\u00e1tica y [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":33179,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42,39],"tags":[],"class_list":["post-33178","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actividades-vinculacion","category-noticias"],"_links":{"self":[{"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/posts\/33178","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/comments?post=33178"}],"version-history":[{"count":1,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/posts\/33178\/revisions"}],"predecessor-version":[{"id":33180,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/posts\/33178\/revisions\/33180"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/media\/33179"}],"wp:attachment":[{"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/media?parent=33178"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/categories?post=33178"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apolinav.cl\/index.php\/wp-json\/wp\/v2\/tags?post=33178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}