DocumentCode
3092216
Title
An implementation of improved apriori algorithm
Author
Yang, Gang ; Zhao, Hong ; Wang, Lei ; Liu, Ying
Author_Institution
Coll. of Math. & Comput. Sci., Hebei Univ., Baoding, China
Volume
3
fYear
2009
fDate
12-15 July 2009
Firstpage
1565
Lastpage
1569
Abstract
Data mining is the analysis of (often large) observational data sets to find unsuspected relationships and to summarize the data in novel ways that are both understandable and useful to the data owner. Association rules are highly popular data mining method. Association rules show attributes value conditions that occur frequently together in a given dataset. And apriori is an efficient association rule mining algorithm.
Keywords
data analysis; data mining; association rule mining algorithm; data mining method; improved a priori algorithm; observational data set; Algorithm design and analysis; Association rules; Data mining; Database systems; Educational institutions; Information analysis; Information retrieval; Machine learning; Machine learning algorithms; Performance analysis; Apriori algorithm; Association rules; Data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location
Baoding
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212246
Filename
5212246
Link To Document