7 search results - page 1 / 2 » Realistic Synthetic Data for Testing Association Rule Mining... |
PKDD
2007
Springer
13 years 10 months ago
2007
Springer
SIGMOD
1997
ACM
13 years 8 months ago
1997
ACM
One of the most well-studied problems in data mining is mining for association rules in market basket data. Association rules, whose significance is measured via support and confi...
ICDM
2005
IEEE
13 years 10 months ago
2005
IEEE
In order to generate synthetic basket data sets for better benchmark testing, it is important to integrate characteristics from real-life databases into the synthetic basket data ...
SIGMOD
1999
ACM
13 years 9 months ago
1999
ACM
In recent years, many data mining methods have been proposed for finding useful and structured information from market basket data. The association rule model was recently propos...
KDD
2001
ACM
14 years 5 months ago
2001
ACM
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improve...