The search functionality is under construction.
The search functionality is under construction.

A Data Cleansing Method for Clustering Large-Scale Transaction Databases

Woong-Kee LOH, Yang-Sae MOON, Jun-Gyu KANG

  • Full Text Views

    0

  • Cite this

Summary :

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.

Publication
IEICE TRANSACTIONS on Information Vol.E93-D No.11 pp.3120-3123
Publication Date
2010/11/01
Publicized
Online ISSN
1745-1361
DOI
10.1587/transinf.E93.D.3120
Type of Manuscript
LETTER
Category
Data Engineering, Web Information Systems

Authors

Keyword