A Data Cleansing Method for Clustering Large-Scale Transaction Databases

초록

In this paper we emphasize the need for data cleansing when clustering large scale transaction databases and propose a new data cleansing method that improves clustering quality and performance We evaluate our data cleansing method through a series of experiments As a result the clustering quality and performance were significantly Improved by up to 165% and 330% respectively.

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