{"id":59025,"date":"2018-03-09T22:46:53","date_gmt":"2018-03-09T22:46:53","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/nuevos-enfoques-en-aprendizaje-incremental\/"},"modified":"2018-03-09T22:46:53","modified_gmt":"2018-03-09T22:46:53","slug":"nuevos-enfoques-en-aprendizaje-incremental","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/ciencia-de-los-ordenadores\/nuevos-enfoques-en-aprendizaje-incremental\/","title":{"rendered":"Nuevos enfoques en aprendizaje incremental"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Jos\u00e9 Del Campo \u00e1vila <\/strong><\/h2>\n<p>En esta tesis se presentan distintas aportaciones en el \u00e1mbito del aprendizaje incremental. Se dirigen fundamentalmente a mejorar algoritmos basados en cotas de concentraci\u00f3n y algoritmos que inducen sistemas multiclasificadores.     en el contexto de los algoritmos basados en cotas de concentraci\u00f3n se destaca la presentaci\u00f3n del algoritmo iadem-2, que incluye una serie de contribuciones dirigidas a avanzar en tres aspectos fundamentalmente: mejorar la convergencia del algoritmo, conseguir mayor calidad en los modelos que se induzcan y desarrollar un proceso de predicci\u00f3n m\u00e1s informado. Se trata de un algoritmo sin memoria de experiencias que combina las cotas chernoff y hoeffding para estimar las variables que ser\u00e1n utilizadas en proceso de inducci\u00f3n del modelo. El conocimiento que extrae se presenta usando \u00e1rboles de decisi\u00f3n y el objetivo principal que se pretende alcanzar es la inducci\u00f3n de un modelo que sea, al menos, tan preciso como demande el usuario (si dicha inducci\u00f3n es posible).     en cuanto a los algoritmos que inducen sistemas multiclasificadores enfocados al aprendizaje incremental se ha propuesto la utilizaci\u00f3n de filtros correctos. Dichos filtros correctores pretenden modelar qu\u00e9 partes del espacio son correctamente aprendidas por los diferentes modelos b\u00e1sicos y sus uso servir\u00e1 para realizar predicciones m\u00e1s informadas. En este apartado se ha dise\u00f1ado el algoritmo multicidim-ds-cfc.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Nuevos enfoques en aprendizaje incremental<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Nuevos enfoques en aprendizaje incremental <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Jos\u00e9 Del Campo \u00e1vila <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 M\u00e1laga<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 15\/06\/2007<\/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>Rafael Morales Bueno<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal:  Triguero ruiz Francisco a. <\/li>\n<li>Jos\u00e9 crist\u00f3bal Riquelme santos (vocal)<\/li>\n<li> Portela gama joao Manuel (vocal)<\/li>\n<li>elvira Mayordomo camara (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Jos\u00e9 Del Campo \u00e1vila En esta tesis se presentan distintas aportaciones en el \u00e1mbito del aprendizaje incremental. [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[1890,7834,2535],"tags":[15864,62593,130417,130418,48297,8090],"class_list":["post-59025","post","type-post","status-publish","format-standard","hentry","category-ciencia-de-los-ordenadores","category-malaga","category-tecnologia-de-los-ordenadores","tag-elvira-mayordomo-camara","tag-jose-cristobal-riquelme-santos","tag-jose-del-campo-avila","tag-portela-gama-joao-manuel","tag-rafael-morales-bueno","tag-triguero-ruiz-francisco-a"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/59025","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=59025"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/59025\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=59025"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=59025"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=59025"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}