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The problem of outlier detection is one of the issues attracting much attention from researchers in the field of data mining and knowledge discovery from data (KDD). Detecting outliers in a data set is to find different points than the majority of the remaining points. Currently, many studies have been introduced to address this problem. One of the widely used algorithms is based on the evaluation...