257 search results - page 32 / 52 » Mining Large Itemsets for Association Rules |
90
Voted
ICMLA
2009
14 years 10 months ago
2009
Abstract--Many studies have shown the limits of support/confidence framework used in Apriori-like algorithms to mine association rules. One solution to cope with this limitation is...
124
Voted
DASFAA
2007
IEEE
15 years 7 months ago
2007
IEEE
Networks of thousands of sensors present a feasible and economic solution to some of our most challenging problems, such as real-time traffic modeling, military sensing and trackin...
KDD
1997
ACM
15 years 4 months ago
1997
ACM
This paper investigates a brute-force technique for mining classification rules from large data sets. We employ an association rule miner enhanced with new pruning strategies to c...
120
Voted
CIKM
2010
Springer
14 years 7 months ago
2010
Springer
Recent advances in data processing have enabled the generation of large and complex graphs. Many researchers have developed techniques to investigate informative structures within...
130
Voted
JMLR
2010
14 years 7 months ago
2010
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...