{"id":7559,"date":"1995-01-01T00:00:00","date_gmt":"1995-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/1995\/01\/01\/estudios-sobre-sistemas-de-clasificacion-basados-en-redes-neuronales\/"},"modified":"1995-01-01T00:00:00","modified_gmt":"1995-01-01T00:00:00","slug":"estudios-sobre-sistemas-de-clasificacion-basados-en-redes-neuronales","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/estudios-sobre-sistemas-de-clasificacion-basados-en-redes-neuronales\/","title":{"rendered":"Estudios sobre sistemas de clasificacion basados en redes neuronales"},"content":{"rendered":"<h2>Tesis doctoral de <strong>  Hernandez Espinosa Carlos Antonio <\/strong><\/h2>\n<p>En esta tesis doctoral, en primer lugar, se realiza un estudio sobre los efectos de la distribucion de datos de entrenamiento, en la capacidad de generalizacion de una red. Proponiendose un metodo de seleccion del conjunto de datos de entrenamiento. Posteriormente, se propone una generalizacion a aritmetica de intervalos de multilayer feedforward y backpropagation, y se estudian algunos de sus posibles aplicaciones: integracion del conocimiento de expertos y ejemplos de entrenamiento, utilizacion de entradas sin importancia y desconocidas. Por ultimo, se propone un nuevo algoritmo de inversion basado en aritmetica de intervalos, y a partir de el, un nuevo algoritmo de extraccion de reglas en una red entrenada.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Estudios sobre sistemas de clasificacion basados en redes neuronales<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Estudios sobre sistemas de clasificacion basados en redes neuronales <\/li>\n<li><strong>Autor:<\/strong>\u00a0  Hernandez Espinosa Carlos Antonio <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Universitat de val\u00e9ncia (estudi general)<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1995<\/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>Jos\u00e9 Esp\u00ed L\u00f3pez<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Vicente Lopez Merino <\/li>\n<li>Francisco Javier L\u00f3pez Aligu\u00e9 (vocal)<\/li>\n<li> Martinez Martinez Pedro Antonio (vocal)<\/li>\n<li>Francisco Casacuberta Nolla (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Hernandez Espinosa Carlos Antonio En esta tesis doctoral, en primer lugar, se realiza un estudio sobre los [&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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