ESEM
2008
ACM
13 years 6 months ago
2008
ACM
This paper proposes a fault-prone module prediction method that combines association rule mining with logistic regression analysis. In the proposed method, we focus on three key m...
DAWAK
2006
Springer
13 years 8 months ago
2006
Springer
Abstract. Association rule mining is one of the most popular data mining techniques. Significant work has been done to extend the basic association rule framework to allow for mini...
DMKD
1997
ACM
13 years 8 months ago
1997
ACM
Clustering in data mining is a discovery process that groups a set of data such that the intracluster similarity is maximized and the intercluster similarity is minimized. These d...
KDD
1998
ACM
13 years 8 months ago
1998
ACM
Database integration of mining is becoming increasingly important with tile installation of larger and larger data warehouses built around relational database technology. Most of ...
DAWAK
2003
Springer
13 years 9 months ago
2003
Springer
Abstract. This paper describes the use of a concept hierarchy for improving the results of association rule mining. Given a large set of tuples with demographic information and per...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
In the literature of data mining, many different algorithms for association rule mining have been proposed. However, there is relatively little study on how association rules can ...
RSFDGRC
2007
Springer
13 years 10 months ago
2007
Springer
Constructing accurate classifier based on association rule is an important and challenging task in data mining. In this paper, a novel combination strategy based on rough sets (RST...
AUSDM
2007
Springer
13 years 10 months ago
2007
Springer
To date, most association rule mining algorithms have assumed that the domains of items are either discrete or, in a limited number of cases, hierarchical, categorical or linear. ...
ADMA
2007
Springer
13 years 10 months ago
2007
Springer
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
An Association Rule (AR) is a common knowledge model in data mining that describes an implicative cooccurring relationship between two disjoint sets of binary-valued transaction d...