{"id":59955,"date":"2018-03-09T22:47:46","date_gmt":"2018-03-09T22:47:46","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/multi-tier-framework-for-the-inferential-measurement-and-data-driven-modeling\/"},"modified":"2018-03-09T22:47:46","modified_gmt":"2018-03-09T22:47:46","slug":"multi-tier-framework-for-the-inferential-measurement-and-data-driven-modeling","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/ingenieria-y-tecnologia-quimicas\/multi-tier-framework-for-the-inferential-measurement-and-data-driven-modeling\/","title":{"rendered":"Multi-tier framework for the inferential measurement and data-driven modeling"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Roberto Jes\u00fas Rallo Moya <\/strong><\/h2>\n<p>En esta tesis se propone un marco de trabajo multinivel para el modelado basado en datos y el desarrollo de sistemas de medida inferencial. La arquitectura del marco de trabajo se organiza en capas con la finalidad de garantizar su extensibilidad as\u00ed como la integraci\u00f3n de nuevos componentes. Cada uno de los niveles propuestos ha sido evaluado de manera independiente para verificar su funcionalidad. El primer nivel, correspondiente al an\u00e1lisis exploratorio de datos, ha sido evaluado mediante la caracterizaci\u00f3n del espacio qu\u00edmico correspondiente a la biodegradaci\u00f3n en diversos medios de ciertas familias de compuestos org\u00e1nicos. En el segundo nivel, correspondiente al pre-proceso de datos, se han propuesto y evaluado nuevas t\u00e9cnicas para la selecci\u00f3n de variables mediante el uso de medidas de disimilitud entre mapas auto-organizados (som). Tambi\u00e9n se ha explorado el uso del som como sistema de imputaci\u00f3n de datos. El mecanismo de imputaci\u00f3n ha sido evaluado con datos correspondientes a la operaci\u00f3n de una planta de tratamiento de aguas residuales  mediante el desarrollo de modelos de predicci\u00f3n de la calidad del efluente a partir de registros hist\u00f3ricos incompletos de par\u00e1metros de operaci\u00f3n. En el tercer nivel del marco de trabajo se incide en el desarrollo de modelos, tanto predictivos como de clasificaci\u00f3n. Se propone una nueva t\u00e9cnica para el desarrollo de redes de funciones de base radial que permite ajustar din\u00e1micamente el n\u00famero de funciones, as\u00ed como los centros y el radio. El componente de modelado se eval\u00faa mediante el desarrollo de modelos cualitativos y cuantitativos de predicci\u00f3n de la biodegradaci\u00f3n de compuestos org\u00e1nicos. Finalmente, el cuarto nivel se ocupa de la interpretaci\u00f3n de la informaci\u00f3n contenida en los modelos. Se usan diagramas bayesianos de dependencia y sistemas de generaci\u00f3n de reglas para extraer el conocimiento contenido en los modelos. Esta capa se eval\u00faa mediante la caracterizaci\u00f3n y modelado de los m<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Multi-tier framework for the inferential measurement and data-driven modeling<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Multi-tier framework for the inferential measurement and data-driven modeling <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Roberto Jes\u00fas Rallo Moya <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Rovira i virgili<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 13\/07\/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>Francesc Giralt Prat<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: lloren\u00ed\u00a7 Valverde garcia <\/li>\n<li>alejandro Arenas moreno (vocal)<\/li>\n<li>jordi Grifoll taverna (vocal)<\/li>\n<li>albert D\u00edaz guilera (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Roberto Jes\u00fas Rallo Moya En esta tesis se propone un marco de trabajo multinivel para el modelado [&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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