DocumentCode
2546897
Title
The research of outlier data cleaning based on accelerating method
Author
Heyong, Wang ; Mingjian, Li ; Bingchuan, Chen
Author_Institution
Coll. of E-Bus., South China Univ. of Technol., Guangzhou, China
fYear
2010
fDate
16-18 April 2010
Firstpage
153
Lastpage
155
Abstract
During the data integration process, it puts forward the accelerating trend comparison method to deal with the outlier data in this paper. Namely outlier data is discovered through the accelerating trend comparison. At the end of this article, it gives a specific description of the algorithm of outlier data cleaning results. It can improve the detection of outlier data and the data quality through the experiments.
Keywords
data handling; statistics; accelerating trend comparison method; data integration process; data quality; outlier data cleaning; outlier data detection; Acceleration; Cleaning; Clustering algorithms; Educational institutions; Explosives; Extraterrestrial measurements; Information technology; Object detection; Space technology; Sun; Data Cleaning; Outlier Data; Trend Comparison;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Management and Engineering (ICIME), 2010 The 2nd IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-5263-7
Electronic_ISBN
978-1-4244-5265-1
Type
conf
DOI
10.1109/ICIME.2010.5477757
Filename
5477757
Link To Document