{"id":1260,"date":"2024-03-01T21:18:57","date_gmt":"2024-03-02T00:18:57","guid":{"rendered":"https:\/\/datamining.dc.uba.ar\/datamining\/?p=1260"},"modified":"2024-03-12T13:57:41","modified_gmt":"2024-03-12T16:57:41","slug":"1260","status":"publish","type":"post","link":"https:\/\/datamining.dc.uba.ar\/datamining\/2024\/03\/01\/1260\/","title":{"rendered":"Defensa de Tesis \u2013 Alfredo Rolla \u2013 12\/03\/2024 \u2013 11 hs."},"content":{"rendered":"<p>El Martes 12\/03 se realiz\u00f3 la Defensa de Tesis de Alfredo Rolla titulada \u201cDesarrollo de un framework para la predicci\u00f3n probabil\u00edstica de precipitaci\u00f3n en mediana escala en regiones de Argentina\u201d. \u00a0Cont\u00f3 con la direcci\u00f3n de la Dra Marcela Hebe Gonz\u00e1lez. Los jurados fueron la Dra. Matilde Rusticucci, Dr. Mario N\u00fa\u00f1ez y Dr. Juan Jos\u00e9 Ruiz. La defensa se realiz\u00f3 de manera online, la misma puede verse a trav\u00e9s del siguiente link: <a href=\"https:\/\/youtu.be\/PvbuOrkFC1Y?t=16\" target=\"_blank\" rel=\"noopener\">https:\/\/youtu.be\/PvbuOrkFC1Y?t=16<\/a><\/p>\n<p>Resumen:<\/p>\n<p>Se describe en este trabajo la implementaci\u00f3n de un sistema para realizar un pron\u00f3stico clim\u00e1tico (trimestral &#8211; bimensual &#8211; mensual) en cualquier regi\u00f3n de la que se tengan observaciones provenientes de estaciones meteorol\u00f3gicas con registros largos, utilizando rean\u00e1lisis y con el conocimiento de los forzantes clim\u00e1ticos que act\u00faan en esas regiones. La implementaci\u00f3n de pron\u00f3sticos de precipitaci\u00f3n a escalas mensuales es importante para los tomadores de decisiones en diferentes \u00e1reas como la agricultura, la industria y la generaci\u00f3n de energ\u00eda. Dentro de las metodolog\u00edas de pron\u00f3stico de mediana escala se encuentran las t\u00e9cnicas estad\u00edsticas que brindan la posibilidad de aprender de situaciones pasadas para pronosticar futuras.<\/p>\n<p>Las t\u00e9cnicas de miner\u00eda de datos son actualmente una herramienta poderosa para abordar estos problemas. En este caso se consideran las redes neuronales, la regresi\u00f3n de soporte vectorial y los modelos aditivos generalizados, adem\u00e1s de la metodolog\u00eda de regresi\u00f3n lineal m\u00faltiple m\u00e1s utilizada en el pasado, para obtener modelos de predicci\u00f3n de precipitaciones. Los resultados indican que las t\u00e9cnicas de miner\u00eda de datos mejoran los pron\u00f3sticos derivados de otras metodolog\u00edas, aunque la eficiencia de las diferentes metodolog\u00edas depende en gran medida del mes y la regi\u00f3n. Adem\u00e1s, se tiene la posibilidad de generar ensambles de varios modelos y derivar pron\u00f3sticos probabil\u00edsticos que es una alternativa muy recomendable para realizar pron\u00f3sticos que este sistema adem\u00e1s permite.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El Martes 12\/03 se realiz\u00f3 la Defensa de Tesis de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":512,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1260","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.10 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Defensa de Tesis \u2013 Alfredo Rolla \u2013 12\/03\/2024 \u2013 11 hs. - Maestr\u00eda en Data Mining<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datamining.dc.uba.ar\/datamining\/2024\/03\/01\/1260\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Defensa de Tesis \u2013 Alfredo Rolla \u2013 12\/03\/2024 \u2013 11 hs. - 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