490 search results - page 3 / 98 » Association rules mining using heavy itemsets |
ICDE
2008
IEEE
15 years 6 days ago
2008
IEEE
Mining frequent itemsets from data streams has proved to be very difficult because of computational complexity and the need for real-time response. In this paper, we introduce a no...
FLAIRS
2003
14 years 7 days ago
2003
Almost all the approaches in association rule mining suggested the use of a single minimum support, technique that either rules out all infrequent itemsets or suffers from the bot...
KDD
1999
ACM
14 years 3 months ago
1999
ACM
It has been claimed that the discovery of association rules is well-suited for applications of market basket analysis to reveal regularities in the purchase behaviour of customers...
KDD
1997
ACM
14 years 2 months ago
1997
ACM
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
CLA
2007
14 years 9 days ago
2007
Abstract. In this paper, we present and detail a multifunctional itemset mining algorithm called Zart, which is based on the Pascal algorithm. Zart shows a number of additional fea...