{"id":97912,"date":"2009-11-12T00:00:00","date_gmt":"2009-11-12T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/modelos-bayesianos-para-la-clasificacion-supervisada-aplicaciones-al-analisis-de-datos-de-expresion-genetica\/"},"modified":"2009-11-12T00:00:00","modified_gmt":"2009-11-12T00:00:00","slug":"modelos-bayesianos-para-la-clasificacion-supervisada-aplicaciones-al-analisis-de-datos-de-expresion-genetica","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/genetica\/modelos-bayesianos-para-la-clasificacion-supervisada-aplicaciones-al-analisis-de-datos-de-expresion-genetica\/","title":{"rendered":"Modelos bayesianos para la clasificaci\u00f3n supervisada. aplicaciones al an\u00e1lisis de datos de expresi\u00f3n gen\u00e9tica."},"content":{"rendered":"<h2>Tesis doctoral de <strong> Francisco Javier Garc\u00eda Castellano <\/strong><\/h2>\n<p>En esta memoria se lleva a cabo un estudio de las distintas propuestas realizadas por otros autores en redes bayesianas. Haciendo una revisi\u00f3n exhaustiva de la aplicaci\u00f3n de redes bayesianas en el tratamiento de datos de expresi\u00f3n gen\u00e9tica.  se presenta una metodolog\u00eda para incorporar conocimiento experto en al aprendizaje autom\u00e1tico de redes bayesianas.  se realizan distintas y variadas contribuciones en clasificadores bayesianos (\u00e1rboles de clasificaci\u00f3n, multiredes bayesianas y c-rpdag) demostrando su validez con problemas cl\u00e1sicos de inteligencia artificial.   las distintas aportaciones se aplican con \u00e9xito a datos de expresi\u00f3n gen\u00e9tica:  en clasificaci\u00f3n se consiguen resultados bastante mejores que los vistos en la literatura y la utilizaci\u00f3n de conocimiento experto en el aprendizaje de redes bayesianas siempre mejora los resultados.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Modelos bayesianos para la clasificaci\u00f3n supervisada. aplicaciones al an\u00e1lisis de datos de expresi\u00f3n gen\u00e9tica.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Modelos bayesianos para la clasificaci\u00f3n supervisada. aplicaciones al an\u00e1lisis de datos de expresi\u00f3n gen\u00e9tica. <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Francisco Javier Garc\u00eda Castellano <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Granada<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 11\/12\/2009<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Seraf\u00edn Moral Callej\u00f3n<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: pedro Larra\u00f1aga mugica <\/li>\n<li>silvia Acid carrillo (vocal)<\/li>\n<li>Jos\u00e9 Antonio Lozano alonso (vocal)<\/li>\n<li>Jos\u00e9 Miguel Puerta callej\u00f3n (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Francisco Javier Garc\u00eda Castellano En esta memoria se lleva a cabo un estudio de las distintas propuestas [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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