A Model for Mining Multilevel Fuzzy Association Rule in Database

Details A Model for Mining Multilevel Fuzzy Association Rule in Database A Model for Mining Multilevel Fuzzy Association Rule in Database

2010-01-20

arxiv.org/abs/1001.3488v1

Journal of Computing, Vol. 2, Issue 1, January 2010

Computer Science

Databases

Scientific paper

The problem of developing models and algorithms for multilevel association mining pose for new challenges for mathematics and computer science. These problems become more challenging, when some form of uncertainty like fuzziness is present in data or relationships in data. This paper proposes a multilevel fuzzy association rule mining models for extracting knowledge implicit in transactions database with different support at each level. The proposed algorithm adopts a top-down progressively deepening approach to derive large itemsets. This approach incorporates fuzzy boundaries instead of sharp boundary intervals. An example is also given to demonstrate that the proposed mining algorithm can derive the multiple-level association rules under different supports in a simple and effective manner.

Affiliated with

Also associated with

No associations

Rating

A Model for Mining Multilevel Fuzzy Association Rule in Database does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with A Model for Mining Multilevel Fuzzy Association Rule in Database, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and A Model for Mining Multilevel Fuzzy Association Rule in Database will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-128342