78 search results - page 7 / 16 » An Effective Approach to Mining Exeption Class Association R... |
ICDM
2005
IEEE
14 years 29 days ago
2005
IEEE
In this paper we examine the effect that the choice of support and confidence thresholds has on the accuracy of classifiers obtained by Classification Association Rule Mining. ...
PAKDD
1999
ACM
13 years 11 months ago
1999
ACM
Association rules are a class of important regularities in databases. They are found to be very useful in practical applications. However, the number of association rules discovere...
SIGKDD
2002
13 years 7 months ago
2002
The primary aim of most data mining algorithms is to facilitate the discovery of concise and interpretable information from large amounts of data. However, many of the current for...
AUSAI
2006
Springer
13 years 11 months ago
2006
Springer
Web recommendation systems based on web usage mining try to mine users' behavior patterns from web access logs, and recommend pages to the online user by matching the user...
KDD
1997
ACM
13 years 11 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...