By Topic

ODAM: An optimized distributed association rule mining algorithm

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

The purchase and pricing options are temporarily unavailable. Please try again later.
3 Author(s)
M. Z. Ashrafi ; Monash Univ., Clayton, Vic., Australia ; D. Taniar ; K. Smith

Association rule mining is an active data mining research area. However, most ARM algorithms cater to a centralized environment. In contrast to previous ARM algorithms, we have developed a distributed algorithm, called optimized distributed association mining, for geographically distributed data sets. ODAM generates support counts of candidate itemsets quicker than the other DARM algorithms and reduces the size of average transactions, data sets, and message exchanges.

Published in:

IEEE Distributed Systems Online  (Volume:5 ,  Issue: 3 )