Sampling based Association Rules Mining- A Recent Overview
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 2
Abstract
Abstract Association rule discovery from large databases is one of the tedious tasks in datamining.The process of frequent itemset mining, the first step in the mining of association rules, is a computational and IO intensive process necessitating repeated passes over the entire database. Sampling has been often suggested as an effective tool to reduce the size of the dataset operated at some cost to accuracy. Data mining literature presents with numerous sampling based approaches to speed up the process of Association Rule ining(ARM).Sampling is one of the important and popular data reduction technique that is used to mine huge volume of data efficiently. Sampling can speed up the mining of association rules. In this paper, we provide an overview of existing sampling based ssociation rule mining algorithms.
Authors and Affiliations
V. Umarani , Dr. M. Punithavalli,
Keywords
Related Articles
- EP ID EP91855
- DOI -
- Views 131
- Downloads 0
Purchase Decision for ATUR Broadband Network
Along with the booming of telecommunication, Internet web has become a vital media in the current global communication and the communication quality of Internet has been emphasized. To the client user, the Internet ATUR...
Multicast Routing Protocols in Adhoc Mobile networks
The majority of applications are in areas where rapid eployment and dynamic reconfiguration are necessary and a wire line network is not available. These include military battlefields, emergency search and rescue sites,...
Reclaiming Individuality of Mysterious Passage
Authorship attribution, the science of inferring characteristics of author from characteristics of documents written by that author become an urgent need to find the original author of anonymous text. In this paper, a no...
FEATURE BASED IMAGE OPTIMIZATION TECHIQUE
The motivation behind the production of high resolution images is to increase the quality and the visual presentation of a digital image. The erstwhile analogue images captured by the silver Bromide film was having infin...
The Brain Fingerprinting Through Digital Electroencephalography Signal Technique
A brain computer interaction has been developed to record the brain signal / electric activity through Digital Electroencephalography. The Brain Fingerprinting is a advanced computer-based technology to determine the fal...