{"id":71504,"date":"2018-03-09T23:16:07","date_gmt":"2018-03-09T23:16:07","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/tecnicas-de-aprendizaje-automatico-para-la-clasificacion-de-series\/"},"modified":"2018-03-09T23:16:07","modified_gmt":"2018-03-09T23:16:07","slug":"tecnicas-de-aprendizaje-automatico-para-la-clasificacion-de-series","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/valladolid\/tecnicas-de-aprendizaje-automatico-para-la-clasificacion-de-series\/","title":{"rendered":"T\u00e9cnicas de aprendizaje autom\u00e1tico para la clasificaci\u00f3n de series"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Juan  Jos\u00e9 Rodr\u00edguez Diez <\/strong><\/h2>\n<p>En esta tesis se han desarrollado t\u00e9cnicas para la inducci\u00f3n de clasifiacdores sobre series. En primer lugar, se definen predicados que caracterizan propiedades importantes de las series, junto con m\u00e9todos que permiten su selecci\u00f3n. hay dos tipos de predicados, los que consideran el valor de alguna funci\u00f3n en un intervalo y los que tienen en cuenta alguna medida de disimilitud entre series  para obtener clasificadores precisos se combinan los mismos mediante boosting. se presenta  un m\u00e9todo para utilizar los clasificadores cuando s\u00f3lo se dispone de series incompletas, ya que hay valores de las mismas que se conocer\u00e1n en el futuro. Los predicados seleccionados mediante boosting pueden usarse en \u00e1rboles de decisi\u00f3n para obtener clasificadores m\u00e1s comprensibles o con m\u00e1quinas de vectores soporte, buscando clasificadores m\u00e1s precisos.  la validaci\u00f3n experimental ha considerado, entre otros, conjuntos de datos sobre el reconocimiento de hablantes, de d\u00edgitos manuscritos, de signos de lenguaje de sordos y de fallos en procesos continuos industriales.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>T\u00e9cnicas de aprendizaje autom\u00e1tico para la clasificaci\u00f3n de series<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 T\u00e9cnicas de aprendizaje autom\u00e1tico para la clasificaci\u00f3n de series <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Juan  Jos\u00e9 Rodr\u00edguez Diez <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Valladolid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 28\/11\/2004<\/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> Alonso Gonz\u00e1lez Carlos Javier<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: ramon Perez otero <\/li>\n<li>Jos\u00e9 crist\u00f3bal Riquelme santos (vocal)<\/li>\n<li>pedro Larra\u00f1aga mugica (vocal)<\/li>\n<li>Juan  Antonio Ortega ramirez (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Juan Jos\u00e9 Rodr\u00edguez Diez En esta tesis se han desarrollado t\u00e9cnicas para la inducci\u00f3n de clasifiacdores sobre [&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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