{"id":99881,"date":"2018-03-11T10:21:05","date_gmt":"2018-03-11T10:21:05","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/tecnicas-de-mineria-de-datos-aplicada-a-fusion-nuclearprediccion-entiempo-real-y-clasificacion\/"},"modified":"2018-03-11T10:21:05","modified_gmt":"2018-03-11T10:21:05","slug":"tecnicas-de-mineria-de-datos-aplicada-a-fusion-nuclearprediccion-entiempo-real-y-clasificacion","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/nacional-de-educacion-a-distancia\/tecnicas-de-mineria-de-datos-aplicada-a-fusion-nuclearprediccion-entiempo-real-y-clasificacion\/","title":{"rendered":"Tecnicas de mineria de datos aplicada a fusion nuclear:prediccion entiempo real y clasificacion"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Giuseppe Ratta Gutierrez <\/strong><\/h2>\n<p>El objetivo de este proyecto de tesis es la aplicaci\u00f3n de t\u00e9cnicas de miner\u00eda de datos para la predicci\u00f3n en tiempo real y clasificaci\u00f3n de eventos f\u00edsicos en plasmas termonucleares.       la estructura del trabajo descrito en estas memorias incluye introducciones concisas sobre los principios de la fusi\u00f3n nuclear y de las t\u00e9cnicas de miner\u00eda de datos aplicadas, detalladas en los cap\u00edtulos 1 y 2 respectivamente.   en el cap\u00edtulo 3, luego de revisar el estado del arte, se introducen m\u00e9todos para la b\u00fasqueda y reconocimiento de patrones y de fen\u00f3menos f\u00edsicos espec\u00edficos en amplias bases de datos.   en el cap\u00edtulo 4 se utilizan t\u00e9cnicas autom\u00e1ticas para interpretaci\u00f3n de la informaci\u00f3n y la generaci\u00f3n de modelos f\u00edsicos a partir de los datos.   el cap\u00edtulo 5 comienza con una rigurosa revisi\u00f3n del estado del arte sobre un fen\u00f3meno f\u00edsico de gran importancia para la fusi\u00f3n nuclear: las disrupciones. Posteriormente se detalla el proceso de extracci\u00f3n de caracter\u00edsticas realizado mediante la implementaci\u00f3n de un considerable n\u00famero de t\u00e9cnicas de an\u00e1lisis exploratorio. Estos m\u00e9todos ayudan a determinar la correcta elecci\u00f3n y preprocesado de las magnitudes f\u00edsicas del plasma que evidencian comportamientos disruptivos.   en el cap\u00edtulo 6 se profundiza el trabajo desarrollado en el cap\u00edtulo 5, construy\u00e9ndose un sistema de predicci\u00f3n de disrupciones capaz de trabajar en tiempo real y cuya original arquitectura le permite alcanzar las tasas de detecci\u00f3n m\u00e1s altas hasta el momento. Este sistema est\u00e1 siendo instalado en el jet, el mayor tokamak del mundo, situado en culham (reino unido).   finalmente, en el cap\u00edtulo 7 se resumen y valoran los objetivos alcanzados y se proponen nuevas v\u00edas de trabajo futuro.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Tecnicas de mineria de datos aplicada a fusion nuclear:prediccion entiempo real y clasificacion<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Tecnicas de mineria de datos aplicada a fusion nuclear:prediccion entiempo real y clasificacion <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Giuseppe Ratta Gutierrez <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Nacional de educaci\u00f3n a distancia<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 22\/03\/2010<\/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>Jes\u00fas Antonio Vega Sanchez<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: sebasti\u00e1n Dormido bencomo <\/li>\n<li>bernardo Zurro hern\u00e1ndez (vocal)<\/li>\n<li>Andrea Murari (vocal)<\/li>\n<li>Jes\u00fas Manuel De la cruz Garc\u00eda (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Giuseppe Ratta Gutierrez El objetivo de este proyecto de tesis es la aplicaci\u00f3n de t\u00e9cnicas de miner\u00eda [&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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