{"id":35152,"date":"1998-01-01T00:00:00","date_gmt":"1998-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/abanico-aprendizaje-basado-en-la-agrupacion-numerica-en-intervalos-continuos\/"},"modified":"1998-01-01T00:00:00","modified_gmt":"1998-01-01T00:00:00","slug":"abanico-aprendizaje-basado-en-la-agrupacion-numerica-en-intervalos-continuos","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/abanico-aprendizaje-basado-en-la-agrupacion-numerica-en-intervalos-continuos\/","title":{"rendered":"Abanico: aprendizaje basado en la agrupacion numerica en intervalos continuos."},"content":{"rendered":"<h2>Tesis doctoral de <strong> Jose Ranilla Pastor <\/strong><\/h2>\n<p>En esta memoria se presenta un nuevo sistema de aprendizaje autom\u00e1tico: abanico. Este nombre es un acr\u00f3nimo de aprendizaje basado en agrupaci\u00f3n num\u00e9rica en intervalos continuos. Nuestro sistema, comenzando con una colecci\u00f3n de ejemplos de entrenamiento, trata de encontrar mecanismos de clasificaci\u00f3n fiables para los casos no vistos. Dado que el espacio de b\u00fasqueda tiene un tama\u00f1o enorme, usaremos m\u00e9todos heur\u00edsticos.  cuando tenemos valores num\u00e9ricos usaremos una herramienta tomada de la teor\u00eda de procesamiento de im\u00e1genes para construir unas agrupaciones que pueden resultar \u00fatiles en aprendizaje autom\u00e1tico a partir de ejemplos. La idea es calcular intervalos num\u00e9ricos donde una cantidad significativa de ejemplos est\u00e9 presente. Entonces, usando estos intervalos, podemos sintetizar reglas de clasificaci\u00f3n. Para ello, los ejemplos originales sufren varios procesos de generalizaci\u00f3n, el primero de ellos es la reescritura de los puntos individuales por los intervalos a los que pertenecen. A continuaci\u00f3n, optimizamos este borrador de reglas de clasificaci\u00f3n por medio de una nueva medida de la calidad de mecanismos de clasificaci\u00f3n llamada nivel de impureza.  el \u00faltimo cap\u00edtulo describe algunos resultados experimentales sobre problemas tipo tomados del almac\u00e9n de aprendizaje autom\u00e1tico de la universidad de california en irvine. El rendimiento de abanico es excelente en todas las posibles comparaciones.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Abanico: aprendizaje basado en la agrupacion numerica en intervalos continuos.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Abanico: aprendizaje basado en la agrupacion numerica en intervalos continuos. <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Jose Ranilla Pastor <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Oviedo<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1998<\/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>Antonio Bahamonde Rionda<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Jos\u00e9 Mir\u00f3 Nicolau <\/li>\n<li> Lopez Garcia Jos\u00e9 Secundino (vocal)<\/li>\n<li>Juan Pazos Sierra (vocal)<\/li>\n<li>Francisco Botana Ferreiro (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Jose Ranilla Pastor En esta memoria se presenta un nuevo sistema de aprendizaje autom\u00e1tico: abanico. Este nombre [&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":[1890,2528,126,8846],"tags":[10527,60677,25158,73542,4012,60676],"class_list":["post-35152","post","type-post","status-publish","format-standard","hentry","category-ciencia-de-los-ordenadores","category-inteligencia-artificial","category-matematicas","category-oviedo","tag-antonio-bahamonde-rionda","tag-francisco-botana-ferreiro","tag-jose-miro-nicolau","tag-jose-ranilla-pastor","tag-juan-pazos-sierra","tag-lopez-garcia-jose-secundino"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/35152","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=35152"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/35152\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=35152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=35152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=35152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}