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The Knowledge Discovery in Database (KDD) process permits the detection ofpattern in databases, where this analysis may be compromised if database is notconsistent, making necessary the use of data cleaning techniques. This paperpresents a tool based in similarity functions to help the preprocessing ofdatabases and it behaved efficiently in the standardization of a System ofPublic Security of the State of Par\'a database and may be reused with otherdatabases and other data mining projects.

SimCleaner -- Sistema de Padroniza\c{c}\~ao de Bases de Dados utilizando Fun\c{c}\~oes de Similaridade