Patterns in temporal series of meteorological variables using SOM & TDIDT

Cogliati, Marisa; Britos, Paola Verónica; García Martínez, Ramón

ponencia en congreso.page.titleprefix
Patterns in temporal series of meteorological variables using SOM & TDIDT

dc.contributor.author	Cogliati, Marisa
dc.contributor.author	Britos, Paola Verónica
dc.contributor.author	García Martínez, Ramón
dc.date.accessioned	2018-10-26T19:01:29Z
dc.date.available	2018-10-26T19:01:29Z
dc.date.issued	2006
dc.description.abstract	"The purpose of the present article is to investigate if there exist any such set of temporal stable patterns in temporal series of meteorological variables studying series of air temperature, wind speed and direction an atmospheric pressure in a period with meteorological conditions involving nocturnal inversion of air temperature in Allen, Rio Negro, Argentina. Our conjecture is that there exist independent stable temporal activities, the mixture of which give rise to the weather variables; and these stable activities could be extracted by Self Organized Maps plus Top Down Induction Decision Trees analysis of the data arising from the weather patterns, viewing them as temporal signals."	en
dc.identifier.isbn	978-0387-34-747-9
dc.identifier.issn	1571-5736
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1255
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/reference/doi/10.1007/978-0-387-34747-9_32
dc.subject	ALGORITMOS	es
dc.subject	METEOROLOGIA	es
dc.subject	ANALISIS DE SERIES DE TIEMPO	es
dc.title	Patterns in temporal series of meteorological variables using SOM & TDIDT	en
dc.type	Ponencias en Congresos	es
dc.type	info:eu-repo/semantics/publishedVersion
dspace.entity.type	Ponencia en Congreso
itba.description.filiation	Fil: Cogliati, Marisa. Universidad Nacional del Comahue. Facultad de Humanidades; Argentina.
itba.description.filiation	Fil: Britos, Paola Verónica. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: García Martínez, Ramón. Instituto Tecnológico de Buenos; Argentina.
itba.description.filiation	Fil: Britos, Paola Verónica. Universidad de Buenos Aires. Facultad de Ingeniería; Argentina.
itba.description.filiation	Fil: García Martínez, Ramón. Universidad de Buenos Aires. Facultad de Ingeniería; Argentina