Multi-Level Association Rule Mining: A Review
Journal Title: INTERNATIONAL JOURNAL OF COMPUTER TRENDS & TECHNOLOGY - Year 2013, Vol 6, Issue 3
Abstract
Association rule mining is the most popular technique in the area of data mining. The main task of this technique is to find the frequent patterns by using minimum support thresholds decided by the user. The Apriori algorithm is a classical algorithm among association rule mining techniques. This algorithm is inefficient because it scans the database many times. Second, if the database is large, it takes too much time to scan the database. For many cases, it is difficult to discover association rules among the objects at low levels of abstraction. Association rules among various item sets of databases can be found at various levels of abstraction. Apriori algorithm does not mine the data on multiple levels of abstraction. Many algorithms in literature discussed this problem. This paper presents the survey on multi-level association rules and mining algorithms .
Authors and Affiliations
Sonia Setia , Dr. Jyoti
Keywords
Related Articles
- EP ID EP104557
- DOI -
- Views 103
- Downloads 0
Tree Based Multicast Routing Protocols for Ad Hoc Networks
The very important dispute in Multicast routing protocols for Manets below host quality and information measure restraint is generating multi-hop routing. In Manets Multicast routing features a very important half. a ran...
A Novel Mechanism for Secure and Efficient VANET Communication
A Vehicular Ad hoc NETwork (VANET) is a type of mobile Peer-To-Peer wireless network that allows providing communication among nearby vehicles and between vehicles and nearby fixed roadside equipment. The lack of central...
MCA Learning Algorithm for Incident Signals Estimation:A Review
Recently there has been many works on adaptive subspace filtering in the signal processing literature. Most of them are concerned with tracking the signal subspace spanned by the eigenvectors corresponding to the eigenva...
Software Platforms for Mobile Distributed Systems
As a result of the computing technology that becomes ever smaller and cheaper it is now possible to integrate it into everyday material objects. This advanced integration of technology allows the underlying computer to d...
Performance Analysis of SEP and LEACH for Heterogeneous Wireless Sensor Networks
While wireless sensor networks are increasingly equipped to handle more complicated functions, these battery powered sensors which used in network processing, use their constrained energy to enhance the lifetime of the n...