{"id":24965,"date":"2021-09-23T11:09:47","date_gmt":"2021-09-23T09:09:47","guid":{"rendered":"https:\/\/cio.umh.es\/?p=24965"},"modified":"2021-11-10T09:57:13","modified_gmt":"2021-11-10T08:57:13","slug":"time-series-data-mining-and-its-applications-in-real-world-problems","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2021\/09\/23\/time-series-data-mining-and-its-applications-in-real-world-problems\/","title":{"rendered":"Time Series Data Mining and Its Applications in Real-World Problems"},"content":{"rendered":"
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T\u00edtulo:\u00a0<\/strong>Time series data mining and its applications in real-world problems<\/p>

Ponente:\u00a0<\/strong>\u00a0Antonio Manuel Dur\u00e1n\u00a0(Universidad de C\u00f3rdoba)
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Organizador:<\/strong>\u00a0Jes\u00fas Javier Rodr\u00edguez Sala<\/p>

Date:<\/strong>\u00a0Lunes\u00a04 de octubre de 2021 a las 12:00 horas.<\/p>

Lugar:<\/strong>\u00a0Online.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\tVer el seminario<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Abstract: <\/strong>Currently, information systems such as sensors produce a \u00a0large amount of data, which is expected to experience exponential \u00a0growth in the coming years. These data are often treated as time \u00a0series, which are chronologically collected data representing a \u00a0time-varying function. Time series appear in a wide range ofscientific fields, such as hydrology, paleoclimatology or air traffic, \u00a0among others. This seminar exposes the preprocessing, segmentation and \u00a0prediction of time series, which are considered one of the main tasks \u00a0of time series data mining. Machine learning (ML) techniques and \u00a0bio-inspired algorithms are detailed throughout a set of real-world \u00a0applications.<\/p><\/div>

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T\u00edtulo:\u00a0Time series data mining and its applications in real-world problems
\nPonente:\u00a0\u00a0Antonio Manuel Dur\u00e1n\u00a0(Universidad de C\u00f3rdoba)
\nOrganizador:\u00a0Jes\u00fas Javier Rodr\u00edguez Sala
\nFecha:\u00a0Lunes\u00a04 de octubre de 2021 a las 12:00 horas.
\nLugar:\u00a0Online.<\/p>\n

\t\t\t\t\t\tVer el seminario<\/p>\n

Abstract: Currently, information systems such as sensors produce a \u00a0large amount of data, which is expected to experience exponential \u00a0growth in the coming years. These data are often treated […]<\/p>","protected":false},"author":3477,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[873],"tags":[],"_links":{"self":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/24965"}],"collection":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/users\/3477"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=24965"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/24965\/revisions"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=24965"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=24965"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=24965"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}