Incremental Updating of Mined Association Rules for Reflecting Record Insertions

2016 ◽  
pp. 595-602 ◽  
Author(s):  
N. Satyavathi ◽  
B. Rama ◽  
A. Nagaraju
Keyword(s):  
Association Rules ◽  
Incremental Updating

Association Rule-Based Novel Incremental Updating Algorithm

2011 ◽  
Vol 317-319 ◽  
pp. 1868-1871
Author(s):  
Jian Hong Li
Keyword(s):  
Association Rules ◽  
Association Rule ◽  
Research Topic ◽  
Massive Data ◽  
Important Research ◽  
Incremental Updating ◽  
Rule Based ◽  
Important Research Topic ◽  
Transaction Database ◽  
Novel Algorithm

This paper focuses on an important research topic in data mining (DM) which heavily replies on the association rules. In order to deal with the maintenance issues within the background of the static transaction database, there are some minor changes to minimum support and confidence coefficient. A novel algorithm based on incremental updated is proposed, which is termed as NIUA (Novel Incremental Updating Algorithm). IUA uses association rules to mining the database, aiming at finding the potential information or finding the reasons from massive data.

An incremental updating algorithm for mining association rules

2002 ◽  
Vol 19 (4) ◽  
pp. 403-407 ◽  
Author(s):  
Baowen Xu ◽  
Tong Yi ◽  
Fangjun Wu ◽  
Zhenqiang Chen
Keyword(s):  
Association Rules ◽  
Incremental Updating ◽  
Mining Association Rules
Sign in / Sign up

Export Citation Format

Share Document