947 search results - page 1 / 190 » Evaluation of Sampling for Data Mining of Association Rules |
RIDE
1997
IEEE
13 years 9 months ago
1997
IEEE
Discovery of association rules is a prototypical problem in data mining. The current algorithms proposed for data mining of association rules make repeated passes over the databas...
PAKDD
2005
ACM
13 years 10 months ago
2005
ACM
We explore in this paper a progressive sampling algorithm, called Sampling Error Estimation (SEE), which aims to identify an appropriate sample size for mining association rules. S...
ICDT
2009
ACM
14 years 5 months ago
2009
ACM
In this paper, we present a comprehensive theoretical analysis of the sampling technique for the association rule mining problem. Most of the previous works have concentrated only...
AUSAI
2004
Springer
13 years 8 months ago
2004
Springer
Abstract. Association rule mining is a data mining technique that reveals interesting relationships in a database. Existing approaches employ different parameters to search for int...
BNCOD
2003
13 years 6 months ago
2003
Data mining aims at discovering important and previously unknown patterns from the dataset in the underlying database. Database mining performs mining directly on data stored in r...