{"id":37711,"date":"1998-01-01T00:00:00","date_gmt":"1998-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/aprendizaje-y-clasificacion-basados-en-criterios-de-vecindad-metodos-alternativos-y-analisis-comparativo\/"},"modified":"1998-01-01T00:00:00","modified_gmt":"1998-01-01T00:00:00","slug":"aprendizaje-y-clasificacion-basados-en-criterios-de-vecindad-metodos-alternativos-y-analisis-comparativo","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/aprendizaje-y-clasificacion-basados-en-criterios-de-vecindad-metodos-alternativos-y-analisis-comparativo\/","title":{"rendered":"Aprendizaje y clasificacion basados en criterios de vecindad. metodos alternativos y analisis comparativo."},"content":{"rendered":"<h2>Tesis doctoral de <strong>  Sanchez Garreta Jos\u00e9 Salvador <\/strong><\/h2>\n<p>El contenido de esta tesis incide directamente sobre un conjunto de t\u00e9cnicas de clasificaci\u00f3n y aprendizaje basadas en criterios de vecindad sobre espacios m\u00e9tricos, algunas de las cuales (por ejemplo, la regla de los k-vecinos m\u00e1s pr\u00f3ximos) han estado consideradas como una aproximaci\u00f3n cuasi-\u00f3ptima para un gran n\u00famero de problemas de estimaci\u00f3n, convirti\u00e9ndose adem\u00e1s en punto de referencia obligado para el desarrollo de otros muchos procedimientos. A lo largo de este trabajo, proponemos un conjunto de conceptos y m\u00e9todos alternativos a las aproximaciones cl\u00e1sicas basadas en criterios de vecindad, con el objetivo de superar ciertas deficiencias derivadas b\u00e1sicamente de la p\u00e9rdida de efectividad a medida que la cantidad y la calidad de la informaci\u00f3n que utilizan disminuye, as\u00ed como de la complejidad temporal que su aplicaci\u00f3n puede suponer. Los esquemas introducidos en cada apartado son emp\u00edricamente comparados con las principales t\u00e9cnicas convencionales, en aras de evaluar y valorar las ventajas e inconvenientes del comportamiento exhibido por cada uno de ellos. En general, los resultados permiten garantizar una cierta superioridad de los nuevos m\u00e9todos sobre problemas reales, conservando adem\u00e1s el comportamiento \u00f3ptimo en el caso asint\u00f3tico.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Aprendizaje y clasificacion basados en criterios de vecindad. metodos alternativos y analisis comparativo.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Aprendizaje y clasificacion basados en criterios de vecindad. metodos alternativos y analisis comparativo. <\/li>\n<li><strong>Autor:<\/strong>\u00a0  Sanchez Garreta Jos\u00e9 Salvador <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Jaume i de castell\u00f3n<\/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>Filiberto Pla Ba\u00f1on<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Enrique Vidal Ruiz <\/li>\n<li>Jes\u00fas Albert Blanco (vocal)<\/li>\n<li>Nicolas Perez De La Blanca Capilla (vocal)<\/li>\n<li> Mico Andr\u00e9s M. Luisa (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Sanchez Garreta Jos\u00e9 Salvador El contenido de esta tesis incide directamente sobre un conjunto de t\u00e9cnicas de [&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":[1890,2528,18725,126],"tags":[17029,11903,98566,83436,3618,73320],"class_list":["post-37711","post","type-post","status-publish","format-standard","hentry","category-ciencia-de-los-ordenadores","category-inteligencia-artificial","category-jaume-i-de-castellon","category-matematicas","tag-enrique-vidal-ruiz","tag-filiberto-pla-banon","tag-jesus-albert-blanco","tag-mico-andres-m-luisa","tag-nicolas-perez-de-la-blanca-capilla","tag-sanchez-garreta-jose-salvador"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/37711","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=37711"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/37711\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=37711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=37711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=37711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}