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Patterns in temporal series of meteorological variables using SOM & TDIDT
Cogliati, Marisa Britos, Paola Verónica García Martínez, Ramón
Cogliati, Marisa
Britos, Paola Verónica
García Martínez, Ramón
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Ponencia en congreso
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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."
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Date
2006
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Ponencia_Cogliati
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ALGORITMOS, METEOROLOGIA, ANALISIS DE SERIES DE TIEMPO