{"id":63181,"date":"2018-03-09T22:51:06","date_gmt":"2018-03-09T22:51:06","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/algoritmos-de-aprendizaje-continuo-mediante-seleccion-de-prototipos-para-clasificadores-basados\/"},"modified":"2018-03-09T22:51:06","modified_gmt":"2018-03-09T22:51:06","slug":"algoritmos-de-aprendizaje-continuo-mediante-seleccion-de-prototipos-para-clasificadores-basados","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/inteligencia-artificial\/algoritmos-de-aprendizaje-continuo-mediante-seleccion-de-prototipos-para-clasificadores-basados\/","title":{"rendered":"Algoritmos de aprendizaje continuo mediante seleccion de prototipos para clasificadores basados"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Fernando Daniel Vazquez Mesa <\/strong><\/h2>\n<p>En el mundo real los cambios son constantes; y la forma tradicional en que trabaja un clasificador no considera la modificaci\u00f3n paulatina del conocimiento que \u00e9ste posee. Para tratar de resolver esta dificultad, en la d\u00e9cada de los a\u00f1os 90 surgen los algoritmos parcialmente supervisados. una propuesta de estos algoritmos denominados de aprendizaje continuo. dentro de este contexto, la tesis presenta una nueva regla de clasificaci\u00f3n basada en distancia, que tiene en cuenta la probabilidad de pertenencia a la clase de cada uno de los vecinos m\u00e1s cercano a la muestra x, utilizando esta regla y, el esquema de edici\u00f3n de wilson, presentamos un algoritmo de edici\u00f3n estoc\u00e1stico e implementamos una opci\u00f3n de rechazo. Tambi\u00e9n en este trabajo con el objetivo de reducir la tala del conjunto de entrenamiento, vali\u00e9ndonos de una funci\u00f3n de densidad local hemos desarrollado t\u00e9cnicas de condensado estoc\u00e1stico. finalmente, la mayor contribuci\u00f3n de esta tesis, est\u00e1 dirigida al dise\u00f1o y a la evaluaci\u00f3n de un algoritmo de aprendizaje continuo, que no solamente pueda aprender con objetos etiquetados, sino tambi\u00e9n beneficiarse de la experiencia obtenida cuando clasifica nuevos objetos no etiquetados.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Algoritmos de aprendizaje continuo mediante seleccion de prototipos para clasificadores basados<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Algoritmos de aprendizaje continuo mediante seleccion de prototipos para clasificadores basados <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Fernando Daniel Vazquez Mesa <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Jaume i de castell\u00f3n<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 28\/02\/2008<\/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>Filiberto Pla Ba\u00f1on<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Jos\u00e9 manuel I\u00f1esta quereda <\/li>\n<li>Rafael Berlanga llavor\u00ed (vocal)<\/li>\n<li>david Masip rod\u00f3 (vocal)<\/li>\n<li>francesc josep Ferri rabasa (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Fernando Daniel Vazquez Mesa En el mundo real los cambios son constantes; y la forma tradicional en [&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":[2528,18725],"tags":[139501,139500,11903,27578,11898,53555],"class_list":["post-63181","post","type-post","status-publish","format-standard","hentry","category-inteligencia-artificial","category-jaume-i-de-castellon","tag-david-masip-rodo","tag-fernando-daniel-vazquez-mesa","tag-filiberto-pla-banon","tag-francesc-josep-ferri-rabasa","tag-jose-manuel-inesta-quereda","tag-rafael-berlanga-llavori"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/63181","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=63181"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/63181\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=63181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=63181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=63181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}