Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
ODAM: An Optimized Distributed Association Rule Mining Algorithm
Post: #1

ODAM: An Optimized Distributed Association Rule Mining Algorithm
Abstract: 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, ODAM is a distributed algorithm for geographically distributed data sets that reduces communication costs. Modern organizations are geographically distributed. Typically, each site locally stores its ever-increasing amount of day-to-day data. Using centralized data mining to discover useful patterns in such organizations' data isn't always feasible because merging data sets from different sites into a centralized site incurs huge network communication costs. Data from these organizations are not only distributed over various locations but also vertically fragmented, making it difficult if not impossible to combine them in a central location. Distributed data mining has thus emerged as an active sub-area of data mining research.
A significant area of data mining research is association rule mining. Unfortunately, most ARM algorithms focus on a sequential or centralized environment where no external communication is required. Distributed ARM algorithms, on the other hand, aim to generate rules from different data sets spread over various geographical sites; hence, they require external communications throughout the entire process. DARM algorithms must reduce communication costs so that generating global association rules costs less than combining the participating sites' data sets into a centralized site. However, most DARM algorithms don't have an efficient message optimization technique, so they exchange numerous messages during the mining process. We have developed a distributed algorithm, called Optimized Distributed Association Mining, for geographically distributed data sets. ODAM generates support counts of candidate item sets quicker than other DARM algorithms and reduces the size of average transactions, data sets, and message exchanges.
Post: #2
I want to know if this title(ODAM) is IEEE Project 2010 r else. I want details of this project.
Post: #3
its ieee project you can found the base material here
Post: #4
please send me the project report.
Post: #5
i want full information of this topic ASSOCIATION RULE MINIG
Post: #6
to get information about the topic ODAM: An Optimized Distributed Association Rule Mining Algorithm full report,ppt, related topic refer the link bellow

Important Note..!

If you are not satisfied with above reply ,..Please


So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page
Popular Searches: indiana home educators association, infiniband association, java source code for vertical association rule mining, ms association of, telemedicine association, hardware enhanced association rule mining abstract, alberta health record association,

Quick Reply
Type your reply to this message here.

Image Verification
Image Verification
(case insensitive)
Please enter the text within the image on the left in to the text box below. This process is used to prevent automated posts.

Possibly Related Threads...
Thread: Author Replies: Views: Last Post
  Distributed cache updating for the Dynamic source routing protocol computer science crazy 1 941 01-12-2012 01:35 PM
Last Post: seminar details
  Distributed-Input-Distributed-Output (DIDO) Wireless Technology computer girl 0 710 06-06-2012 05:26 PM
Last Post: computer girl
  quantum cost optimization algorithm full report computer science crazy 0 536 16-01-2012 06:02 PM
Last Post: computer science crazy
  Simulation of Dijkstra Routing Algorithm full report project topics 2 3,201 30-11-2011 10:22 PM
Last Post: VickyBujju
Last Post: seminar addict
  Identifying Legitimate Clients under Distributed Denial-of-Service Attacks smart paper boy 0 483 30-08-2011 10:07 AM
Last Post: smart paper boy
  An Adaptive Algorithm for Incremental Mining of Association Rules smart paper boy 0 590 30-08-2011 09:38 AM
Last Post: smart paper boy
  TRAFFIC RULE FOLLOWING VEHICLE SYSTEM smart paper boy 4 1,356 20-08-2011 09:39 AM
Last Post: seminar addict
  A Time-Varying Convergence Parameter for the LMS Algorithm in the Presence of White smart paper boy 0 544 19-08-2011 10:37 AM
Last Post: smart paper boy
  Distributed Set-Expression Cardinality Estimation smart paper boy 0 334 12-08-2011 10:24 AM
Last Post: smart paper boy