Behavior analysis of atmospheric components and meteorological variables applying data mining association techniques
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Date
2021
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Springer Science and Business Media Deutschland GmbH
Abstract
The relationship between atmospheric components and meteorological variables is essential to assess the air quality and thus avoid citizens' health risks. However, finding an association relationship between those factors could be complicated due to the number of categorization methods that can be used (e.g., frequency, size, binning). Therefore, the objective of this study is to propose a methodology that prepares data through a discretization process and then applies association techniques of the possible combinations between the analyzed variables. The results show that the method used is effective in locating patterns, which are useful for the environmental manager to find knowledge
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Keywords
Data mining