A Data Cleansing Method for Clustering Large-scale Transaction Databases

Details A Data Cleansing Method for Clustering Large-scale Transaction Databases A Data Cleansing Method for Clustering Large-scale Transaction Databases

2010-04-27

arxiv.org/abs/1004.4718v1

Computer Science

Databases

6 pages, 5 figures

Scientific paper

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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